Triple

T10077452
Position Surface form Disambiguated ID Type / Status
Subject Shafter E213804 entity
Predicate governingBody P46 FINISHED
Object Shafter City Council
The Shafter City Council is the elected municipal legislative body responsible for setting policies, passing local laws, and overseeing the governance of the city of Shafter, California.
E838437 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: Shafter City Council | Statement: [Shafter, governingBody, Shafter City Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shafter City Council
Context triple: [Shafter, governingBody, Shafter City Council]
  • A. Pasadena City Council
    The Pasadena City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing the municipal government of Pasadena, California.
  • B. Burbank City Council
    Burbank City Council is the elected legislative and governing body responsible for setting policy and overseeing municipal affairs in the city of Burbank, California.
  • C. Culver City Council
    The Culver City Council is the elected municipal governing body that sets policy and oversees city services and operations in Culver City, California.
  • D. Homestead City Council
    Homestead City Council is the elected legislative body responsible for setting policies, passing local laws, and overseeing municipal governance in the city of Homestead, Florida.
  • E. Suisun City Council
    The Suisun City Council is the elected legislative and policy-making body that oversees municipal governance and decision-making for Suisun City, 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: Shafter City Council
Triple: [Shafter, governingBody, Shafter City Council]
Generated description
The Shafter City Council is the elected municipal legislative body responsible for setting policies, passing local laws, and overseeing the governance of the city of Shafter, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shafter City Council
Target entity description: The Shafter City Council is the elected municipal legislative body responsible for setting policies, passing local laws, and overseeing the governance of the city of Shafter, California.
  • A. Pasadena City Council
    The Pasadena City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing the municipal government of Pasadena, California.
  • B. Burbank City Council
    Burbank City Council is the elected legislative and governing body responsible for setting policy and overseeing municipal affairs in the city of Burbank, California.
  • C. Culver City Council
    The Culver City Council is the elected municipal governing body that sets policy and oversees city services and operations in Culver City, California.
  • D. Homestead City Council
    Homestead City Council is the elected legislative body responsible for setting policies, passing local laws, and overseeing municipal governance in the city of Homestead, Florida.
  • E. Suisun City Council
    The Suisun City Council is the elected legislative and policy-making body that oversees municipal governance and decision-making for Suisun City, 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_69ca839bf730819086900c323c9b8c95 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd02f47e08190bfeb641b202beecc completed April 2, 2026, 2:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d29ad05bbc8190b103d66c9e786c86 completed April 5, 2026, 5:24 p.m.
NEDg Description generation batch_69d29ba6bf6c8190a5eb9fd5f8b6fcb3 completed April 5, 2026, 5:28 p.m.
NED2 Entity disambiguation (via description) batch_69d29c7e1f0c8190890b1f4a245006a4 completed April 5, 2026, 5:31 p.m.
Created at: March 30, 2026, 8:59 p.m.