Triple

T7528122
Position Surface form Disambiguated ID Type / Status
Subject Bonham, Texas E177947 entity
Predicate hasCivicBuilding P796 FINISHED
Object Bonham City Hall
Bonham City Hall is the central municipal government building and administrative headquarters for the city of Bonham, Texas.
 E669738 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: Bonham City Hall | Statement: [Bonham, Texas, hasCivicBuilding, Bonham City Hall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bonham City Hall
Context triple: [Bonham, Texas, hasCivicBuilding, Bonham City Hall]
  • A. Highland Park Town Hall
    Highland Park Town Hall is the central municipal building of Highland Park, serving as the primary venue for local government administration and public civic affairs.
  • B. Denman Memorial Hall
    Denman Memorial Hall is a commemorative building or hall named in honor of Denman, likely serving as a central venue for events, gatherings, or institutional activities.
  • C. Elgin Town Hall
    Elgin Town Hall is a historic civic building and cultural venue in the center of Elgin, Scotland.
  • D. Centenary Hall
    Centenary Hall is a historic public hall and cultural landmark in Abeokuta, Nigeria, often used for civic events and community gatherings.
  • E. Hibernian Hall
    Hibernian Hall is a prominent 19th-century Greek Revival building in Charleston, South Carolina, historically used as a social and civic meeting hall.
  • 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: Bonham City Hall
Triple: [Bonham, Texas, hasCivicBuilding, Bonham City Hall]
Generated description
Bonham City Hall is the central municipal government building and administrative headquarters for the city of Bonham, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bonham City Hall
Target entity description: Bonham City Hall is the central municipal government building and administrative headquarters for the city of Bonham, Texas.
  • A. Highland Park Town Hall
    Highland Park Town Hall is the central municipal building of Highland Park, serving as the primary venue for local government administration and public civic affairs.
  • B. Denman Memorial Hall
    Denman Memorial Hall is a commemorative building or hall named in honor of Denman, likely serving as a central venue for events, gatherings, or institutional activities.
  • C. Elgin Town Hall
    Elgin Town Hall is a historic civic building and cultural venue in the center of Elgin, Scotland.
  • D. Centenary Hall
    Centenary Hall is a historic public hall and cultural landmark in Abeokuta, Nigeria, often used for civic events and community gatherings.
  • E. Hibernian Hall
    Hibernian Hall is a prominent 19th-century Greek Revival building in Charleston, South Carolina, historically used as a social and civic meeting hall.
  • 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_69c69f29bf3081909a146aec7755f185 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f81e19208190965f211d057f7fdf completed March 27, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84639c19881909e1736afc01a020d completed March 28, 2026, 9:20 p.m.
NEDg Description generation batch_69c846d0b1348190bc2bf23e75c535a9 completed March 28, 2026, 9:23 p.m.
NED2 Entity disambiguation (via description) batch_69c84748b8988190b4f85c253ea9e403 completed March 28, 2026, 9:25 p.m.
Created at: March 27, 2026, 3:47 p.m.