Triple

T7819574
Position Surface form Disambiguated ID Type / Status
Subject Berkeley, Gloucestershire E181093 entity
Predicate governingBody P46 FINISHED
Object Berkeley Town Council
Berkeley Town Council is the local governing authority responsible for representing residents and managing community affairs in the town of Berkeley, Gloucestershire.
 E695006 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: Berkeley Town Council | Statement: [Berkeley, Gloucestershire, governingBody, Berkeley Town Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berkeley Town Council
Context triple: [Berkeley, Gloucestershire, governingBody, Berkeley Town Council]
  • A. Berkeley City Council
    The Berkeley City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing the municipal government of Berkeley, California.
  • B. Berkeley Police Department
    The Berkeley Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the city of Berkeley, California.
  • C. Berkeley City Council District 3
    Berkeley City Council District 3 is a municipal electoral district in Berkeley, California, encompassing much of South Berkeley and electing a representative to the city council.
  • D. Oakland City Council
    The Oakland City Council is the elected legislative body that sets policy, passes laws, and oversees the budget for the city of Oakland, California.
  • E. Palo Alto City Council
    The Palo Alto City Council is the elected legislative body that sets policy, passes local laws, and oversees the governance of the city of Palo Alto, California.
  • 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: Berkeley Town Council
Triple: [Berkeley, Gloucestershire, governingBody, Berkeley Town Council]
Generated description
Berkeley Town Council is the local governing authority responsible for representing residents and managing community affairs in the town of Berkeley, Gloucestershire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berkeley Town Council
Target entity description: Berkeley Town Council is the local governing authority responsible for representing residents and managing community affairs in the town of Berkeley, Gloucestershire.
  • A. Berkeley City Council
    The Berkeley City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing the municipal government of Berkeley, California.
  • B. Berkeley Police Department
    The Berkeley Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the city of Berkeley, California.
  • C. Berkeley City Council District 3
    Berkeley City Council District 3 is a municipal electoral district in Berkeley, California, encompassing much of South Berkeley and electing a representative to the city council.
  • D. Oakland City Council
    The Oakland City Council is the elected legislative body that sets policy, passes laws, and oversees the budget for the city of Oakland, California.
  • E. Palo Alto City Council
    The Palo Alto City Council is the elected legislative body that sets policy, passes local laws, and oversees the governance of the city of Palo Alto, California.
  • 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_69ca828153f48190bdb27ac46f8e0745 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69caf97247c481908b18287eb7ee0a53 completed March 30, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb149266e88190a582b11d68702a6a completed March 31, 2026, 12:25 a.m.
NEDg Description generation batch_69cb1734159881909590ed51e8920387 completed March 31, 2026, 12:37 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a62569c81908709d814954f667e completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:40 p.m.