Triple

T5813148
Position Surface form Disambiguated ID Type / Status
Subject Ripon, California E128918 entity
Predicate hasLocalGovernment P2820 FINISHED
Object Ripon City Council
Ripon City Council is the elected municipal governing body responsible for setting policies, passing ordinances, and overseeing city services in Ripon, California.
 E547680 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: Ripon City Council | Statement: [Ripon, California, hasLocalGovernment, Ripon City Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ripon City Council
Context triple: [Ripon, California, hasLocalGovernment, Ripon City Council]
  • A. RIPON
    RIPON is a historic cathedral city in North Yorkshire, England, known for Ripon Cathedral and its traditional market town character.
  • B. Mwanza City Council
    Mwanza City Council is the local government authority responsible for administering and providing public services in the city of Mwanza, Tanzania.
  • C. Rochester City Council
    The Rochester City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Rochester, Minnesota.
  • D. Ripon, Wisconsin
    Ripon, Wisconsin is a small city in central Wisconsin historically recognized as the birthplace of the Republican Party in the United States.
  • E. Rutland City Board of Aldermen
    The Rutland City Board of Aldermen is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in the city of Rutland, Vermont.
  • 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: Ripon City Council
Triple: [Ripon, California, hasLocalGovernment, Ripon City Council]
Generated description
Ripon City Council is the elected municipal governing body responsible for setting policies, passing ordinances, and overseeing city services in Ripon, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ripon City Council
Target entity description: Ripon City Council is the elected municipal governing body responsible for setting policies, passing ordinances, and overseeing city services in Ripon, California.
  • A. RIPON
    RIPON is a historic cathedral city in North Yorkshire, England, known for Ripon Cathedral and its traditional market town character.
  • B. Mwanza City Council
    Mwanza City Council is the local government authority responsible for administering and providing public services in the city of Mwanza, Tanzania.
  • C. Rochester City Council
    The Rochester City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Rochester, Minnesota.
  • D. Ripon, Wisconsin
    Ripon, Wisconsin is a small city in central Wisconsin historically recognized as the birthplace of the Republican Party in the United States.
  • E. Rutland City Board of Aldermen
    The Rutland City Board of Aldermen is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in the city of Rutland, Vermont.
  • 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_69c0084788848190bcf71f6bc5d71597 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02b56044c8190847478a342d441c2 completed March 22, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c09848dd148190aeea1b1d454b8da5 completed March 23, 2026, 1:32 a.m.
NEDg Description generation batch_69c098ba92408190b61b115540fce941 completed March 23, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69c099bd26fc8190a58bf483a6d4cbca completed March 23, 2026, 1:39 a.m.
Created at: March 22, 2026, 3:52 p.m.