Triple

T22537538
Position Surface form Disambiguated ID Type / Status
Subject Indio Municipal Golf Course E557195 entity
Predicate ownedBy P347 FINISHED
Object City of Indio
The City of Indio is a municipality in California’s Coachella Valley known for its desert climate, growing population, and role as a regional cultural and recreational hub.
E1541904 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: City of Indio | Statement: [Indio Municipal Golf Course, ownedBy, City of Indio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Indio
Context triple: [Indio Municipal Golf Course, ownedBy, City of Indio]
  • A. Porterville
    Porterville is a small unincorporated community located in Morgan County, Utah, known for its rural character and scenic mountain surroundings.
  • B. Porterville
    Porterville is a small town in South Africa’s Western Cape, known as a gateway to nearby mountain wilderness areas and outdoor activities.
  • C. City of Madera
    The City of Madera is a small Central Valley community in Madera County, California, known for its agricultural economy and role as a regional service and transportation hub.
  • D. City of Coachella
    The City of Coachella is a municipality in Riverside County, California, known as an agricultural and rapidly growing community at the eastern end of the Coachella Valley.
  • E. City of Sanger
    The City of Sanger is a municipal jurisdiction that serves as the governing and administrative center for the community in which the Sanger Fire Department operates.
  • 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: City of Indio
Triple: [Indio Municipal Golf Course, ownedBy, City of Indio]
Generated description
The City of Indio is a municipality in California’s Coachella Valley known for its desert climate, growing population, and role as a regional cultural and recreational hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Indio
Target entity description: The City of Indio is a municipality in California’s Coachella Valley known for its desert climate, growing population, and role as a regional cultural and recreational hub.
  • A. Porterville
    Porterville is a small unincorporated community located in Morgan County, Utah, known for its rural character and scenic mountain surroundings.
  • B. Porterville
    Porterville is a small town in South Africa’s Western Cape, known as a gateway to nearby mountain wilderness areas and outdoor activities.
  • C. City of Madera
    The City of Madera is a small Central Valley community in Madera County, California, known for its agricultural economy and role as a regional service and transportation hub.
  • D. City of Coachella
    The City of Coachella is a municipality in Riverside County, California, known as an agricultural and rapidly growing community at the eastern end of the Coachella Valley.
  • E. City of Sanger
    The City of Sanger is a municipal jurisdiction that serves as the governing and administrative center for the community in which the Sanger Fire Department operates.
  • 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_69e11e57483c8190b0887c4f8ff26446 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15f2f671c8190b7a7d9b6d0d64a9b completed April 29, 2026, 1:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b1de3f350819087fcaf8ab9514673 completed May 18, 2026, 2:10 p.m.
NEDg Description generation batch_6a0b1f835fcc8190863844a260a47ba9 completed May 18, 2026, 2:17 p.m.
NED2 Entity disambiguation (via description) batch_6a0b258107088190ba81cb2d0a34209b completed May 18, 2026, 2:43 p.m.
Created at: April 16, 2026, 8:51 p.m.