Triple

T9591481
Position Surface form Disambiguated ID Type / Status
Subject Beaumont, Texas E231427 entity
Predicate governingBody P46 FINISHED
Object Beaumont City Council
The Beaumont City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing city governance in Beaumont, Texas.
E231427 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 Council | Statement: [Beaumont, Texas, governingBody, Beaumont City Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beaumont City Council
Context triple: [Beaumont, Texas, governingBody, Beaumont City Council]
  • A. San Jacinto City Council
    The San Jacinto City Council is the elected municipal legislative body responsible for setting policy, passing local laws, and overseeing city governance in San Jacinto, California.
  • B. Duncan City Council
    Duncan City Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing city administration in Duncan, British Columbia.
  • C. Houston City Council
    The Houston City Council is the legislative body responsible for creating laws, setting policies, and overseeing the municipal government of Houston, Texas.
  • D. Montgomery City Council
    The Montgomery City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Montgomery, Alabama.
  • E. Beaumont, Texas
    Beaumont, Texas is an industrial and cultural city in Southeast Texas near the Gulf Coast, known for its oil history and role as a regional education and commerce hub.
  • 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 Council
Triple: [Beaumont, Texas, governingBody, Beaumont City Council]
Generated description
The Beaumont City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing city governance in Beaumont, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beaumont City Council
Target entity description: The Beaumont City Council is the elected municipal legislative body responsible for setting policy, passing ordinances, and overseeing city governance in Beaumont, Texas.
  • A. San Jacinto City Council
    The San Jacinto City Council is the elected municipal legislative body responsible for setting policy, passing local laws, and overseeing city governance in San Jacinto, California.
  • B. Duncan City Council
    Duncan City Council is the municipal governing body responsible for setting local policies, passing bylaws, and overseeing city administration in Duncan, British Columbia.
  • C. Houston City Council
    The Houston City Council is the legislative body responsible for creating laws, setting policies, and overseeing the municipal government of Houston, Texas.
  • D. Montgomery City Council
    The Montgomery City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Montgomery, Alabama.
  • E. Beaumont, Texas chosen
    Beaumont, Texas is an industrial and cultural city in Southeast Texas near the Gulf Coast, known for its oil history and role as a regional education and commerce hub.
  • F. None of above.

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_69ca8482884481908eccdfdf64d6fbf7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a10b85881908bfc783dcb7170aa completed April 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1618dfb688190bddd93c51bb6df41 completed April 4, 2026, 7:07 p.m.
NEDg Description generation batch_69d165c365988190a751703b631a66be completed April 4, 2026, 7:25 p.m.
NED2 Entity disambiguation (via description) batch_69d16698b4ec8190b3b8a2432e65d8e8 completed April 4, 2026, 7:29 p.m.
Created at: March 30, 2026, 8:06 p.m.