Research Subjects
Trevor John Treglown
Variants: Treglown/Treglowan/Treglwyn + Trevor/Trefor
Harley St John Peters
Variants: Harley/Harleigh + StJohn/Sinjin + Peters/Petersen/Pieters
Tool Registry
ACTIVE
cornish_parish_ocr_tool
OCR processing for Cornish parish records
Status: FORGED t=1
nz_parish_ocr
NZ parish record extraction
Status: QUEUED
aus_ww2_fuzzy_matcher
Fuzzy matching for Australian WW2 records
Status: QUEUED
Current Evidence Graph
t=1
ITERATION t=1 INITIALIZATION
1. Verify TREG-001 parents → FORGE cornish_parish_ocr → Cornwall OPC
2. Confirm PETERS-002 birth → FORGE nz_parish_ocr → PapersPast
3. TOOL_QUEUE: cornish_women_tracker, military_pension_linker
TREG-001 [CONFIRMED]
Trevor John Treglown b.1927 Cornwall d.1998
Confidence:
PETERS-002 [CONFIRMED]
Harley St John Peters WW2 AUS service
Confidence:
TREG-014 [PLAUSIBLE]
Parents John/Elizabeth Treglown
Confidence:
TREG-023 [CATALOGUE]
[PHOTO] John Treglown 1890s
Significant
PETERS-047 [CATALOGUE]
[MILITARY] Harley DCM 1943
Infamous: Battle of Buna
1
CURRICULUM: Generate frontier genealogy tasks
2
TOOL_PROBE: Forge missing tools for task batch
3
HRM: Execute tasks using Hierarchical Reasoning Model
4
GRAPH_UPDATE: Integrate evidence with URL citations
5
META_ANALYSIS: Identify weakest nodes → next optimal action
6
SELF_EVOLVE: Update curriculum and executor agents
Agent0 Architecture
ACTIVE
1
UK GRO/FreeBMD [freebmd.org.uk], FamilySearch [familysearch.org]
2
Military CWGC [cwgc.org], NAA Australia [naa.gov.au]
3
Census 1891-1939 [findmypast.co.uk], PapersPast NZ
4
Newspapers Trove [trove.nla.gov.au], BNA
5
Language-specific (Cornish/kw, Dutch/NL, German/DE)
Brick-Wall Analysis
TREG-014 Parent Verification
Limited Cornish parish records online
PETERS-023 Birth Confirmation
NZ parish records require OCR processing
NEXT_ACTION:
Deploy cornish_parish_ocr_tool on Cornwall OPC database
RATIONALE: Direct parent verification needed for Treglown lineage
BACKUP:
Alternative Cornish genealogy sources
Agent0 Evolution
CURRICULUM: Learned Cornish record patterns
EXECUTOR: p=0.7→0.85