Triple

T3480374
Position Surface form Disambiguated ID Type / Status
Subject Palm Springs, California E73473 entity
Predicate governingBody P46 FINISHED
Object Palm Springs City Council
Palm Springs City Council is the elected legislative and policy-making body responsible for overseeing municipal governance and services in Palm Springs, California.
 E360664 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: Palm Springs City Council | Statement: [Palm Springs, California, governingBody, Palm Springs City Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Palm Springs City Council
Context triple: [Palm Springs, California, governingBody, Palm Springs City Council]
  • A. Lake Elsinore City Council
    The Lake Elsinore City Council is the elected municipal governing body responsible for setting policy, passing local laws, and overseeing city services in Lake Elsinore, California.
  • B. Santa Barbara City Council
    The Santa Barbara City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing the municipal government of Santa Barbara, California.
  • C. 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.
  • D. San Diego City Council
    The San Diego City Council is the legislative body of the City of San Diego, responsible for creating local laws, approving budgets, and overseeing city policies and services.
  • E. San Bernardino City Council
    The San Bernardino City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing municipal governance in the city of San Bernardino, 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: Palm Springs City Council
Triple: [Palm Springs, California, governingBody, Palm Springs City Council]
Generated description
Palm Springs City Council is the elected legislative and policy-making body responsible for overseeing municipal governance and services in Palm Springs, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Palm Springs City Council
Target entity description: Palm Springs City Council is the elected legislative and policy-making body responsible for overseeing municipal governance and services in Palm Springs, California.
  • A. Lake Elsinore City Council
    The Lake Elsinore City Council is the elected municipal governing body responsible for setting policy, passing local laws, and overseeing city services in Lake Elsinore, California.
  • B. Santa Barbara City Council
    The Santa Barbara City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing the municipal government of Santa Barbara, California.
  • C. 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.
  • D. San Diego City Council
    The San Diego City Council is the legislative body of the City of San Diego, responsible for creating local laws, approving budgets, and overseeing city policies and services.
  • E. San Bernardino City Council
    The San Bernardino City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing municipal governance in the city of San Bernardino, 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_69ad85b3c9b08190857cae74c7f36da9 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb7461708190898002fbd1191f34 completed March 8, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3681b30b48190918d2821a8383229 completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b368b597bc8190a51aba91164a8db8 completed March 13, 2026, 1:30 a.m.
NED2 Entity disambiguation (via description) batch_69b3696c41808190a30cb55b698da47b completed March 13, 2026, 1:33 a.m.
Created at: March 8, 2026, 3:17 p.m.