Triple

T7333331
Position Surface form Disambiguated ID Type / Status
Subject John George Howard E169060 entity
Predicate positionHeld P8 FINISHED
Object Toronto city surveyor
Toronto city surveyor was the municipal surveying office responsible for mapping, planning, and overseeing land development and infrastructure layout in the growing city of Toronto.
 E657491 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Toronto city surveyor | Statement: [John George Howard, positionHeld, Toronto city surveyor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toronto city surveyor
Context triple: [John George Howard, positionHeld, Toronto city surveyor]
  • A. Toronto City Clerk
    The Toronto City Clerk is the municipal official responsible for administering City Council’s legislative processes, records, and elections in Toronto.
  • B. Montreal public works department
    The Montreal public works department is a municipal agency responsible for maintaining and managing the city’s infrastructure, including roads, public spaces, and related services.
  • C. Toronto Harbour Commissioners
    Toronto Harbour Commissioners was the former governing body responsible for managing and developing Toronto’s waterfront and port facilities.
  • D. Toronto city councillor
    A Toronto city councillor is an elected municipal official who represents a specific ward on Toronto City Council and helps make decisions on local bylaws, services, and city governance.
  • E. Toronto Centre
    Toronto Centre is a densely populated federal electoral district in downtown Toronto, Ontario, known for its diverse communities and significant political prominence.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Toronto city surveyor
Triple: [John George Howard, positionHeld, Toronto city surveyor]
Generated description
Toronto city surveyor was the municipal surveying office responsible for mapping, planning, and overseeing land development and infrastructure layout in the growing city of Toronto.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toronto city surveyor
Target entity description: Toronto city surveyor was the municipal surveying office responsible for mapping, planning, and overseeing land development and infrastructure layout in the growing city of Toronto.
  • A. Toronto City Clerk
    The Toronto City Clerk is the municipal official responsible for administering City Council’s legislative processes, records, and elections in Toronto.
  • B. Montreal public works department
    The Montreal public works department is a municipal agency responsible for maintaining and managing the city’s infrastructure, including roads, public spaces, and related services.
  • C. Toronto Harbour Commissioners
    Toronto Harbour Commissioners was the former governing body responsible for managing and developing Toronto’s waterfront and port facilities.
  • D. Toronto city councillor
    A Toronto city councillor is an elected municipal official who represents a specific ward on Toronto City Council and helps make decisions on local bylaws, services, and city governance.
  • E. Toronto Centre
    Toronto Centre is a densely populated federal electoral district in downtown Toronto, Ontario, known for its diverse communities and significant political prominence.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c68a568a6481908f11e20db7bc8446 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0c0f87081908d12ac14d4591e23 completed March 27, 2026, 9:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ef1ac84c819095f03cf731f11c01 completed March 28, 2026, 3:09 p.m.
NEDg Description generation batch_69c7f2bb85fc81908aaaffe90a373f67 completed March 28, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_69c7f32fa80c8190b0bebf5f43e426c3 completed March 28, 2026, 3:26 p.m.
Created at: March 27, 2026, 3:04 p.m.