Triple

T9708883
Position Surface form Disambiguated ID Type / Status
Subject Beaumont, California E234969 entity
Predicate hasCityHall P796 FINISHED
Object Beaumont City Hall
Beaumont City Hall is the primary municipal government building serving the city of Beaumont, California.
 E816507 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: Beaumont City Hall | Statement: [Beaumont, California, hasCityHall, Beaumont City Hall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beaumont City Hall
Context triple: [Beaumont, California, hasCityHall, Beaumont City Hall]
  • A. Beaumont Civic Center
    The Beaumont Civic Center is a multi-purpose arena and event venue in downtown Beaumont, Texas, hosting concerts, conventions, sporting events, and community gatherings.
  • B. Memorial City Hall
    Memorial City Hall is a historic civic building in Auburn, New York, serving as a prominent local landmark and center for municipal and community events.
  • C. Bonham City Hall
    Bonham City Hall is the central municipal government building and administrative headquarters for the city of Bonham, Texas.
  • D. Chambers County Courthouse
    The Chambers County Courthouse is the primary judicial and administrative government building serving Chambers County, Alabama.
  • E. Montgomery City Hall
    Montgomery City Hall is the central municipal government building of Montgomery, Alabama, housing key city offices and serving as the primary venue for official civic functions.
  • 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: Beaumont City Hall
Triple: [Beaumont, California, hasCityHall, Beaumont City Hall]
Generated description
Beaumont City Hall is the primary municipal government building serving the city of Beaumont, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beaumont City Hall
Target entity description: Beaumont City Hall is the primary municipal government building serving the city of Beaumont, California.
  • A. Beaumont Civic Center
    The Beaumont Civic Center is a multi-purpose arena and event venue in downtown Beaumont, Texas, hosting concerts, conventions, sporting events, and community gatherings.
  • B. Memorial City Hall
    Memorial City Hall is a historic civic building in Auburn, New York, serving as a prominent local landmark and center for municipal and community events.
  • C. Bonham City Hall
    Bonham City Hall is the central municipal government building and administrative headquarters for the city of Bonham, Texas.
  • D. Chambers County Courthouse
    The Chambers County Courthouse is the primary judicial and administrative government building serving Chambers County, Alabama.
  • E. Montgomery City Hall
    Montgomery City Hall is the central municipal government building of Montgomery, Alabama, housing key city offices and serving as the primary venue for official civic functions.
  • 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_69ca84cc78808190a56f3402b7c139a7 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9da7c6188190b086f7e411378268 completed April 1, 2026, 10:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19f8476e08190865700679069dee6 completed April 4, 2026, 11:32 p.m.
NEDg Description generation batch_69d1a0e096648190b4babe3feb77dae7 completed April 4, 2026, 11:38 p.m.
NED2 Entity disambiguation (via description) batch_69d1a184af3081908ce2932218244e7d completed April 4, 2026, 11:40 p.m.
Created at: March 30, 2026, 8:19 p.m.