File size: 26,030 Bytes
caa28aa
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
[
  {
    "id": "q001",
    "query": "I'm thinking about renting an apartment at 80 Pioneer Street, Brooklyn. Should I worry?",
    "intent": "address",
    "persona": "Renter evaluating a move to Red Hook \u2014 canonical Sandy turf",
    "borough": "Brooklyn",
    "expected_specialists": [
      "sandy_inundation",
      "dep_stormwater",
      "nyc311",
      "floodnet",
      "noaa_tides",
      "microtopo_lidar",
      "ida_hwm_2021",
      "ttm_forecast",
      "prithvi_eo_v2",
      "gliner_extract"
    ],
    "expected_silent": [
      "prithvi_eo_live"
    ],
    "fragility_notes": "Cleanest result in suite, 0 rerolls historically. Geocoder resolves to Red Hook every time.",
    "verified": true
  },
  {
    "id": "q002",
    "query": "Hollis, Queens",
    "intent": "neighborhood",
    "persona": "NYC OEM/DEP capital planner looking at sewer backlog by NTA",
    "borough": "Queens",
    "expected_specialists": [
      "nyc311",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [
      "prithvi_eo_live",
      "prithvi_eo_v2"
    ],
    "fragility_notes": "Bare NTA name \u2014 relies on planner routing neighborhood correctly. Stable across all probe runs.",
    "verified": true
  },
  {
    "id": "q003",
    "query": "Compare 80 Pioneer Street Brooklyn to 100 Gold Street Manhattan",
    "intent": "compare",
    "persona": "Real-estate attorney comparing a Sandy-zone lease to a lower-risk mid-Manhattan address",
    "borough": "multi",
    "expected_specialists": [
      "sandy_inundation",
      "nyc311",
      "microtopo_lidar",
      "ida_hwm_2021"
    ],
    "expected_silent": [],
    "fragility_notes": "Verified stable post-bugfix. Planner must parse two addresses. If returns single_address, PLACE B is dropped.",
    "verified": true
  },
  {
    "id": "q004",
    "query": "442 East Houston Street, Manhattan",
    "intent": "address",
    "persona": "NYC DOE facilities planner evaluating PS 188 LES flood exposure",
    "borough": "Manhattan",
    "expected_specialists": [
      "sandy_inundation",
      "nyc311",
      "noaa_tides",
      "microtopo_lidar",
      "gliner_extract"
    ],
    "expected_silent": [],
    "fragility_notes": "2 rerolls historically on live Space \u2014 acceptable for secondary demo, risky as opener.",
    "verified": true
  },
  {
    "id": "q005",
    "query": "100 Gold Street, Manhattan",
    "intent": "address",
    "persona": "Insurance underwriter checking flood exposure for a Financial District property",
    "borough": "Manhattan",
    "expected_specialists": [
      "nyc311",
      "microtopo_lidar",
      "noaa_tides"
    ],
    "expected_silent": [
      "sandy_inundation"
    ],
    "fragility_notes": "Outside Sandy 2012 zone \u2014 negative control. Ida HWM 3.47 km away.",
    "verified": true
  },
  {
    "id": "q006",
    "query": "Coney Island, Brooklyn",
    "intent": "neighborhood",
    "persona": "Community board member tracking coastal resilience investments",
    "borough": "Brooklyn",
    "expected_specialists": [
      "nyc311",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "87.5% of NTA inside Sandy 2012 extent. 4/4 0 rerolls on live Space.",
    "verified": true
  },
  {
    "id": "q007",
    "query": "2940 Brighton 3rd St, Brooklyn",
    "intent": "address",
    "persona": "Resident in a flood-prone coastal area checking risk before lease renewal",
    "borough": "Brooklyn",
    "expected_specialists": [
      "sandy_inundation",
      "nyc311",
      "floodnet",
      "noaa_tides",
      "microtopo_lidar",
      "dep_stormwater"
    ],
    "expected_silent": [],
    "fragility_notes": "Brighton Beach \u2014 Sandy inundation zone. Used as brighton fixture in integration tests.",
    "verified": true
  },
  {
    "id": "q008",
    "query": "Red Hook, Brooklyn",
    "intent": "neighborhood",
    "persona": "Civil engineer evaluating stormwater drainage upgrade priorities",
    "borough": "Brooklyn",
    "expected_specialists": [
      "nyc311",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Heavy Sandy history. Neighborhood intent; 8-9 step FSM.",
    "verified": true
  },
  {
    "id": "q009",
    "query": "What's the flood risk for 345 East 94th Street, Manhattan?",
    "intent": "address",
    "persona": "NYCHA asset manager assessing high-rise exposure on the Upper East Side",
    "borough": "Manhattan",
    "expected_specialists": [
      "nyc311",
      "microtopo_lidar",
      "noaa_tides"
    ],
    "expected_silent": [
      "sandy_inundation"
    ],
    "fragility_notes": "Upper East Side \u2014 lower Sandy exposure. Should return modest risk profile.",
    "verified": true
  },
  {
    "id": "q010",
    "query": "Is 1 MetroTech Center in Brooklyn at risk during major storms?",
    "intent": "address",
    "persona": "MTA infrastructure planner evaluating transit hub flood resilience",
    "borough": "Brooklyn",
    "expected_specialists": [
      "nyc311",
      "microtopo_lidar",
      "noaa_tides",
      "sandy_inundation"
    ],
    "expected_silent": [],
    "fragility_notes": "Downtown Brooklyn \u2014 partial Sandy exposure depending on exact geocode.",
    "verified": true
  },
  {
    "id": "q011",
    "query": "Howard Beach, Queens",
    "intent": "neighborhood",
    "persona": "HUD CDBG-DR grant writer documenting unmet need in a Sandy-affected NTA",
    "borough": "Queens",
    "expected_specialists": [
      "nyc311",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Howard Beach was severely flooded in Sandy 2012. NTA-level specialists surface strong signal.",
    "verified": true
  },
  {
    "id": "q012",
    "query": "Canarsie, Brooklyn",
    "intent": "neighborhood",
    "persona": "Journalist covering FEMA FIRMette map updates post-Sandy",
    "borough": "Brooklyn",
    "expected_specialists": [
      "nyc311",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Canarsie was inundated in Sandy. Strong neighborhood-level flood signal expected.",
    "verified": true
  },
  {
    "id": "q013",
    "query": "Compare Canarsie Brooklyn to Park Slope Brooklyn",
    "intent": "compare",
    "persona": "Real estate developer comparing coastal vs inland Brooklyn sites for climate resilience",
    "borough": "Brooklyn",
    "expected_specialists": [
      "nyc311",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Both Brooklyn neighborhoods but very different flood profiles. Strong expected delta.",
    "verified": true
  },
  {
    "id": "q014",
    "query": "Should I worry about flooding at 520 West 145th Street in Manhattan?",
    "intent": "address",
    "persona": "Resident in Washington Heights evaluating apartment flood risk",
    "borough": "Manhattan",
    "expected_specialists": [
      "nyc311",
      "microtopo_lidar",
      "noaa_tides"
    ],
    "expected_silent": [
      "sandy_inundation"
    ],
    "fragility_notes": "Washington Heights \u2014 far from Sandy zone. Low risk expected.",
    "verified": true
  },
  {
    "id": "q015",
    "query": "Mott Haven, Bronx",
    "intent": "neighborhood",
    "persona": "Community board member tracking 311 flood complaints in a low-income NTA",
    "borough": "Bronx",
    "expected_specialists": [
      "nyc311",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Mott Haven is near the Harlem River and has chronic flooding complaints.",
    "verified": true
  },
  {
    "id": "q016",
    "query": "What was the flood situation at 750 Baychester Avenue, Bronx during Ida?",
    "intent": "address",
    "persona": "Civil engineer evaluating Ida HWM data near a USGS gauge site",
    "borough": "Bronx",
    "expected_specialists": [
      "ida_hwm_2021",
      "nyc311",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Ida HWM should fire \u2014 Bronx near Hutchinson River had gauge hits. Ida specialist exercises.",
    "verified": true
  },
  {
    "id": "q017",
    "query": "Is the NYCHA Gowanus Houses at risk from sea level rise?",
    "intent": "address",
    "persona": "NYCHA asset manager assessing long-term sea level risk for a large development",
    "borough": "Brooklyn",
    "expected_specialists": [
      "sandy_inundation",
      "dep_stormwater",
      "nyc311",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Gowanus Houses \u2014 Sandy zone, known flood risk. Should surface NYCHA development context.",
    "verified": true
  },
  {
    "id": "q018",
    "query": "Compare 750 Baychester Avenue Bronx to 150 Riverside Drive Manhattan",
    "intent": "compare",
    "persona": "Insurance underwriter comparing two river-adjacent properties",
    "borough": "multi",
    "expected_specialists": [
      "nyc311",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Cross-borough compare. Baychester near Hutchinson River; Riverside Drive near Hudson. Both riverine.",
    "verified": true
  },
  {
    "id": "q019",
    "query": "Tottenville, Staten Island",
    "intent": "neighborhood",
    "persona": "NYC OEM planner evaluating Staten Island's most flood-exposed southern tip",
    "borough": "Staten Island",
    "expected_specialists": [
      "nyc311",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Tottenville was among the hardest hit areas in Sandy. Strong NTA-level signal expected.",
    "verified": true
  },
  {
    "id": "q020",
    "query": "What's the flood risk at 151 West 34th Street, Manhattan? It's near Penn Station.",
    "intent": "address",
    "persona": "MTA infrastructure planner evaluating subway entrance flood exposure near Penn Station",
    "borough": "Manhattan",
    "expected_specialists": [
      "nyc311",
      "microtopo_lidar",
      "noaa_tides"
    ],
    "expected_silent": [
      "sandy_inundation"
    ],
    "fragility_notes": "Midtown Manhattan \u2014 outside Sandy zone. MTA subway entrance exposure specialist should fire.",
    "verified": true
  },
  {
    "id": "q021",
    "query": "Compare Red Hook Brooklyn to the Financial District Manhattan for flood risk",
    "intent": "compare",
    "persona": "Journalist writing a before/after story on Sandy's unequal recovery",
    "borough": "multi",
    "expected_specialists": [
      "sandy_inundation",
      "nyc311",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Strong expected delta \u2014 Red Hook was deeply flooded, FiDi has mixed exposure. Cross-borough compare.",
    "verified": true
  },
  {
    "id": "q022",
    "query": "Is 595 Dean Street in Brooklyn at risk of flooding?",
    "intent": "address",
    "persona": "Real estate developer evaluating a new Prospect Heights / Gowanus site",
    "borough": "Brooklyn",
    "expected_specialists": [
      "dep_stormwater",
      "nyc311",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Near Gowanus Canal drainage area. DEP stormwater and 311 should fire.",
    "verified": true
  },
  {
    "id": "q023",
    "query": "South Beach, Staten Island",
    "intent": "neighborhood",
    "persona": "HUD CDBG-DR grant writer for a Staten Island Sandy recovery project",
    "borough": "Staten Island",
    "expected_specialists": [
      "nyc311",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "South Beach was heavily impacted by Sandy. Strong 311 and DEP signal expected.",
    "verified": true
  },
  {
    "id": "q024",
    "query": "How exposed is 1 Fulton Street Manhattan to surge from a major hurricane?",
    "intent": "address",
    "persona": "Hospital facility manager evaluating evacuation route risk for a Lower Manhattan location",
    "borough": "Manhattan",
    "expected_specialists": [
      "sandy_inundation",
      "noaa_tides",
      "nyc311",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Fulton Street FiDi \u2014 near Sandy zone boundary. NOAA tide gauge should fire (East River gauge).",
    "verified": true
  },
  {
    "id": "q025",
    "query": "Compare Howard Beach Queens to Forest Hills Queens for flood risk",
    "intent": "compare",
    "persona": "NYC OEM planner comparing coastal vs inland Queens neighborhoods",
    "borough": "Queens",
    "expected_specialists": [
      "nyc311",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Strong expected delta \u2014 Howard Beach coastal vs Forest Hills upland. Same-borough neighborhood compare.",
    "verified": true
  },
  {
    "id": "q026",
    "query": "What's the storm surge risk for 157-11 Rockaway Beach Blvd, Queens?",
    "intent": "address",
    "persona": "Resident in Far Rockaway evaluating whether to elevate their home",
    "borough": "Queens",
    "expected_specialists": [
      "sandy_inundation",
      "noaa_tides",
      "floodnet",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Far Rockaway was devastated in Sandy. High probability of all coastal specialists firing.",
    "verified": true
  },
  {
    "id": "q027",
    "query": "Hunts Point, Bronx",
    "intent": "neighborhood",
    "persona": "Civil engineer assessing combined sewer overflow and flood risk in a food distribution hub",
    "borough": "Bronx",
    "expected_specialists": [
      "nyc311",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Hunts Point is low-lying and near the East River. Strong stormwater and 311 signal.",
    "verified": true
  },
  {
    "id": "q028",
    "query": "Is 160 Conover Street in Red Hook still considered a flood zone?",
    "intent": "address",
    "persona": "Renter who lived through Sandy 2012 now returning to Red Hook",
    "borough": "Brooklyn",
    "expected_specialists": [
      "sandy_inundation",
      "dep_stormwater",
      "nyc311",
      "microtopo_lidar",
      "ida_hwm_2021"
    ],
    "expected_silent": [],
    "fragility_notes": "Deep Red Hook \u2014 within Sandy zone. Ida HWM nearby. Clean single_address intent expected.",
    "verified": true
  },
  {
    "id": "q029",
    "query": "Compare 160 Conover Street Red Hook to 300 Flatbush Avenue Brooklyn",
    "intent": "compare",
    "persona": "Property insurance underwriter comparing two Brooklyn addresses for flood premium",
    "borough": "Brooklyn",
    "expected_specialists": [
      "sandy_inundation",
      "nyc311",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Sandy-zone vs non-Sandy-zone within Brooklyn. Clear expected delta on Sandy field.",
    "verified": true
  },
  {
    "id": "q030",
    "query": "What are the flood risks for the Two Bridges neighborhood in Manhattan?",
    "intent": "neighborhood",
    "persona": "HUD CDBG-DR grant writer documenting need in a Sandy-affected LES neighborhood",
    "borough": "Manhattan",
    "expected_specialists": [
      "nyc311",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Two Bridges NTA \u2014 lower Manhattan near East River. Sandy signal expected.",
    "verified": true
  },
  {
    "id": "q031",
    "query": "Is there any construction or development activity at 640 Columbia Street in Red Hook?",
    "intent": "planner",
    "persona": "Community board member tracking post-Sandy redevelopment in Red Hook",
    "borough": "Brooklyn",
    "expected_specialists": [
      "sandy_inundation",
      "nyc311"
    ],
    "expected_silent": [],
    "fragility_notes": "Development check intent. DOB filings + flood context. Planner should route development_check.",
    "verified": true
  },
  {
    "id": "q032",
    "query": "What's the flood exposure at 30-30 Thomson Avenue, Long Island City, Queens?",
    "intent": "address",
    "persona": "Real estate developer evaluating an LIC industrial-to-residential conversion",
    "borough": "Queens",
    "expected_specialists": [
      "nyc311",
      "microtopo_lidar",
      "dep_stormwater"
    ],
    "expected_silent": [],
    "fragility_notes": "Long Island City is near Newtown Creek and the East River. Moderate flood exposure expected.",
    "verified": true
  },
  {
    "id": "q033",
    "query": "Compare Long Island City Queens to Astoria Queens for flood risk",
    "intent": "compare",
    "persona": "NYC DOT planner comparing two Queens waterfront neighborhoods for infrastructure investment",
    "borough": "Queens",
    "expected_specialists": [
      "nyc311",
      "microtopo_lidar",
      "dep_stormwater"
    ],
    "expected_silent": [],
    "fragility_notes": "Same-borough neighborhood compare. Both near East River but different profiles.",
    "verified": true
  },
  {
    "id": "q034",
    "query": "Is 55 Water Street Manhattan at risk from sea level rise and storm surge?",
    "intent": "address",
    "persona": "Hospital administrator at a large Lower Manhattan health system assessing long-term resilience",
    "borough": "Manhattan",
    "expected_specialists": [
      "sandy_inundation",
      "noaa_tides",
      "nyc311",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "55 Water Street FiDi \u2014 near East River. Sandy zone boundary. NOAA tide gauge should fire.",
    "verified": true
  },
  {
    "id": "q035",
    "query": "What new buildings are going up in Gowanus and are they being built to handle flooding?",
    "intent": "planner",
    "persona": "Journalist investigating whether post-rezoning Gowanus development meets flood standards",
    "borough": "Brooklyn",
    "expected_specialists": [
      "dep_stormwater",
      "nyc311"
    ],
    "expected_silent": [],
    "fragility_notes": "Development check intent. Gowanus rezoning context. DOB filings should surface.",
    "verified": true
  },
  {
    "id": "q036",
    "query": "Greenpoint, Brooklyn",
    "intent": "neighborhood",
    "persona": "Civil engineer assessing Newtown Creek flooding and combined sewer overflow risk",
    "borough": "Brooklyn",
    "expected_specialists": [
      "nyc311",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Greenpoint near Newtown Creek. DEP and 311 stormwater signal expected.",
    "verified": true
  },
  {
    "id": "q037",
    "query": "How at risk is 111 8th Avenue Manhattan from a 100-year storm?",
    "intent": "address",
    "persona": "Insurance underwriter evaluating a large Chelsea tech campus for flood coverage",
    "borough": "Manhattan",
    "expected_specialists": [
      "nyc311",
      "microtopo_lidar",
      "dep_stormwater"
    ],
    "expected_silent": [
      "sandy_inundation"
    ],
    "fragility_notes": "Chelsea inland address. Low Sandy exposure. DEP stormwater may flag sewer backup risk.",
    "verified": true
  },
  {
    "id": "q038",
    "query": "Compare 157-11 Rockaway Beach Blvd Queens to 100 Gold Street Manhattan",
    "intent": "compare",
    "persona": "FEMA insurance analyst comparing a high-risk coastal address to a low-risk Manhattan baseline",
    "borough": "multi",
    "expected_specialists": [
      "sandy_inundation",
      "noaa_tides",
      "nyc311"
    ],
    "expected_silent": [],
    "fragility_notes": "Cross-borough, maximum expected delta. Far Rockaway vs FiDi. Strong Sandy signal for Rockaway.",
    "verified": true
  },
  {
    "id": "q039",
    "query": "What's going on with the development at 421 Kent Avenue Williamsburg and how flood-safe is it?",
    "intent": "planner",
    "persona": "Real estate developer doing due diligence on a Williamsburg waterfront project",
    "borough": "Brooklyn",
    "expected_specialists": [
      "sandy_inundation",
      "dep_stormwater",
      "nyc311"
    ],
    "expected_silent": [],
    "fragility_notes": "Development check + flood context at Williamsburg waterfront. DOB and flood specialists.",
    "verified": true
  },
  {
    "id": "q040",
    "query": "Stapleton, Staten Island",
    "intent": "neighborhood",
    "persona": "NYC OEM planner reviewing the SIRR resilience report findings for North Shore Staten Island",
    "borough": "Staten Island",
    "expected_specialists": [
      "nyc311",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Stapleton is on the North Shore of Staten Island \u2014 Sandy-affected area.",
    "verified": true
  },
  {
    "id": "q041",
    "query": "Is 110 Livingston Street Brooklyn in a flood zone?",
    "intent": "address",
    "persona": "NYC DOE facilities planner evaluating the NYC DOE headquarters building",
    "borough": "Brooklyn",
    "expected_specialists": [
      "nyc311",
      "microtopo_lidar",
      "sandy_inundation"
    ],
    "expected_silent": [],
    "fragility_notes": "Downtown Brooklyn near Fulton Mall. Moderate Sandy exposure.",
    "verified": true
  },
  {
    "id": "q042",
    "query": "Compare Mott Haven Bronx to Hunts Point Bronx for flood risk and 311 complaints",
    "intent": "compare",
    "persona": "NYC DOT infrastructure planner prioritizing drainage upgrades in the South Bronx",
    "borough": "Bronx",
    "expected_specialists": [
      "nyc311",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Same-borough NTA compare in South Bronx. Both low-lying near waterways.",
    "verified": true
  },
  {
    "id": "q043",
    "query": "What's the flood risk at 325 Hudson Street, Manhattan?",
    "intent": "address",
    "persona": "Real estate developer evaluating a Hudson Square office conversion",
    "borough": "Manhattan",
    "expected_specialists": [
      "nyc311",
      "microtopo_lidar",
      "dep_stormwater"
    ],
    "expected_silent": [
      "sandy_inundation"
    ],
    "fragility_notes": "Hudson Square \u2014 near the Hudson River but likely outside Sandy zone. Moderate risk.",
    "verified": true
  },
  {
    "id": "q044",
    "query": "Is anything being developed at 601 West 26th Street Manhattan and what's the flood exposure?",
    "intent": "planner",
    "persona": "NYC DOT planner evaluating Chelsea Piers area development near the Hudson River",
    "borough": "Manhattan",
    "expected_specialists": [
      "nyc311",
      "microtopo_lidar",
      "dep_stormwater"
    ],
    "expected_silent": [],
    "fragility_notes": "Development check near Hudson River. DOB filings + flood context.",
    "verified": true
  },
  {
    "id": "q045",
    "query": "East New York, Brooklyn",
    "intent": "neighborhood",
    "persona": "HUD CDBG-DR grant writer assessing flood exposure in a low-income Brooklyn NTA",
    "borough": "Brooklyn",
    "expected_specialists": [
      "nyc311",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "East New York is inland but has chronic stormwater complaints. DEP and 311 should fire.",
    "verified": true
  },
  {
    "id": "q046",
    "query": "What's the flood situation at 40 Rector Street Manhattan? I'm evaluating office space there.",
    "intent": "address",
    "persona": "Commercial tenant evaluating Lower Manhattan office flood risk post-Sandy",
    "borough": "Manhattan",
    "expected_specialists": [
      "sandy_inundation",
      "noaa_tides",
      "nyc311",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "40 Rector Street FiDi \u2014 near battery park, likely in Sandy zone. NOAA and Sandy should fire.",
    "verified": true
  },
  {
    "id": "q047",
    "query": "Compare 40 Rector Street Manhattan to 345 East 94th Street Manhattan",
    "intent": "compare",
    "persona": "Corporate real estate manager comparing two Manhattan office options for flood resilience",
    "borough": "Manhattan",
    "expected_specialists": [
      "sandy_inundation",
      "nyc311",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Within-borough Manhattan compare. Strong delta: Lower Manhattan vs Upper East Side.",
    "verified": true
  },
  {
    "id": "q048",
    "query": "Is there any new development at 280 Richards Street Red Hook and how is it handling the flood risk?",
    "intent": "planner",
    "persona": "Community board member tracking post-Sandy redevelopment permits in Red Hook",
    "borough": "Brooklyn",
    "expected_specialists": [
      "sandy_inundation",
      "dep_stormwater",
      "nyc311"
    ],
    "expected_silent": [],
    "fragility_notes": "Red Hook development check. Sandy zone context. DOB filings + flood specialists.",
    "verified": true
  },
  {
    "id": "q049",
    "query": "Astoria, Queens",
    "intent": "neighborhood",
    "persona": "NYC DOT planner assessing stormwater infrastructure needs in a growing Queens neighborhood",
    "borough": "Queens",
    "expected_specialists": [
      "nyc311",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Astoria near East River. Moderate flood exposure. DEP and 311 should fire.",
    "verified": true
  },
  {
    "id": "q050",
    "query": "Compare Tottenville Staten Island to South Beach Staten Island for flood exposure",
    "intent": "compare",
    "persona": "NYC OEM planner prioritizing Staten Island coastal resilience investments",
    "borough": "Staten Island",
    "expected_specialists": [
      "nyc311",
      "dep_stormwater",
      "microtopo_lidar"
    ],
    "expected_silent": [],
    "fragility_notes": "Both Staten Island coastal neighborhoods \u2014 Sandy-exposed. Same-island compare.",
    "verified": true
  }
]