Triple

T11282797
Position Surface form Disambiguated ID Type / Status
Subject George Hamilton E267103 entity
Predicate regionOfActivity P82 FINISHED
Object Barton Township
Barton Township is a historic township in what is now Hamilton, Ontario, Canada, that formed the core area where city founder George Hamilton established the town that became modern Hamilton.
 E926899 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: Barton Township | Statement: [George Hamilton, regionOfActivity, Barton Township]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barton Township
Context triple: [George Hamilton, regionOfActivity, Barton Township]
  • A. Butler Township
    Butler Township is a rural municipality in Luzerne County, Pennsylvania, known for its small communities, forests, and proximity to the Pocono region.
  • B. Torbolton Township
    Torbolton Township was a historic rural municipality in eastern Ontario, Canada, that later became part of the city of Ottawa.
  • C. Eaton Township
    Eaton Township is a civil township located in Lorain County, Ohio, functioning as a local governmental subdivision within the county.
  • D. Marter Township
    Marter Township is a small rural community located within Ontario's Timiskaming District in Canada.
  • E. Laird Township
    Laird Township is a small rural municipality in Ontario, Canada, located near Sault Ste. Marie in the Algoma District.
  • 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: Barton Township
Triple: [George Hamilton, regionOfActivity, Barton Township]
Generated description
Barton Township is a historic township in what is now Hamilton, Ontario, Canada, that formed the core area where city founder George Hamilton established the town that became modern Hamilton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barton Township
Target entity description: Barton Township is a historic township in what is now Hamilton, Ontario, Canada, that formed the core area where city founder George Hamilton established the town that became modern Hamilton.
  • A. Butler Township
    Butler Township is a rural municipality in Luzerne County, Pennsylvania, known for its small communities, forests, and proximity to the Pocono region.
  • B. Torbolton Township
    Torbolton Township was a historic rural municipality in eastern Ontario, Canada, that later became part of the city of Ottawa.
  • C. Eaton Township
    Eaton Township is a civil township located in Lorain County, Ohio, functioning as a local governmental subdivision within the county.
  • D. Marter Township
    Marter Township is a small rural community located within Ontario's Timiskaming District in Canada.
  • E. Laird Township
    Laird Township is a small rural municipality in Ontario, Canada, located near Sault Ste. Marie in the Algoma District.
  • 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_69d6aac8c2f48190ad0596f1f89f0470 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e96e15708190b3a1cccfbbe65882 completed April 9, 2026, 6:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5e8a4322c8190a30e460892123579 completed April 20, 2026, 8:49 a.m.
NEDg Description generation batch_69e5f1557e9c8190b53ce391793b2c7f completed April 20, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69e5f863bf7c81908969ed0a5b99f032 completed April 20, 2026, 9:56 a.m.
Created at: April 8, 2026, 9:31 p.m.