Triple

T16906075
Position Surface form Disambiguated ID Type / Status
Subject Walnut, California E424564 entity
Predicate localGovernmentBody P3379 FINISHED
Object Walnut City Council
The Walnut City Council is the elected municipal governing body responsible for setting policies, passing local ordinances, and overseeing city services in Walnut, California.
 E1240079 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: Walnut City Council | Statement: [Walnut, California, localGovernmentBody, Walnut City Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walnut City Council
Context triple: [Walnut, California, localGovernmentBody, Walnut City Council]
  • A. Newton City Council
    Newton City Council is the elected legislative body that governs the city of Newton, Massachusetts, enacting local laws, budgets, and policies.
  • B. Connell City Council
    Connell City Council is the elected municipal legislative body responsible for setting policies, passing ordinances, and overseeing local governance in Connell, Washington.
  • C. Wasilla City Council
    The Wasilla City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing municipal governance in the city of Wasilla, Alaska.
  • D. Red Oak City Council
    Red Oak City Council is the elected governing body responsible for setting local policies, passing ordinances, and overseeing municipal affairs in Red Oak, Texas.
  • E. Jackson City Council
    Jackson City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Jackson, Michigan.
  • 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: Walnut City Council
Triple: [Walnut, California, localGovernmentBody, Walnut City Council]
Generated description
The Walnut City Council is the elected municipal governing body responsible for setting policies, passing local ordinances, and overseeing city services in Walnut, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walnut City Council
Target entity description: The Walnut City Council is the elected municipal governing body responsible for setting policies, passing local ordinances, and overseeing city services in Walnut, California.
  • A. Newton City Council
    Newton City Council is the elected legislative body that governs the city of Newton, Massachusetts, enacting local laws, budgets, and policies.
  • B. Connell City Council
    Connell City Council is the elected municipal legislative body responsible for setting policies, passing ordinances, and overseeing local governance in Connell, Washington.
  • C. Wasilla City Council
    The Wasilla City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing municipal governance in the city of Wasilla, Alaska.
  • D. Red Oak City Council
    Red Oak City Council is the elected governing body responsible for setting local policies, passing ordinances, and overseeing municipal affairs in Red Oak, Texas.
  • E. Jackson City Council
    Jackson City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Jackson, Michigan.
  • 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_69d889da3e8c8190a2b118f383f0beac completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e3ca392ff48190ab28f0bd3e9fc376 completed April 18, 2026, 6:15 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c7b7b698819081d2e39976b69587 completed May 10, 2026, 6 p.m.
NEDg Description generation batch_6a00c8b9e4888190b25dd3256fc13dd1 completed May 10, 2026, 6:04 p.m.
NED2 Entity disambiguation (via description) batch_6a00c9672ab881909770b4fe551ec622 completed May 10, 2026, 6:07 p.m.
Created at: April 10, 2026, 5:30 a.m.