Triple

T3972331
Position Surface form Disambiguated ID Type / Status
Subject Cher E92362 entity
Predicate placeOfBirth P1 FINISHED
Object El Centro, California, United States
El Centro is a small city in California’s Imperial Valley near the U.S.–Mexico border, known as an agricultural and regional commercial center.
 E405160 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: El Centro, California, United States | Statement: [Cher, placeOfBirth, El Centro, California, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: El Centro, California, United States
Context triple: [Cher, placeOfBirth, El Centro, California, United States]
  • A. La Cañada, California, United States
    La Cañada, California, United States, is a small affluent city in Los Angeles County known for its suburban character, excellent schools, and proximity to the San Gabriel Mountains and NASA’s Jet Propulsion Laboratory.
  • B. La Mesa, California, United States
    La Mesa is a suburban city in San Diego County, California, known as part of the greater San Diego metropolitan area.
  • C. Calexico, California
    Calexico, California is a small border city in Imperial County that serves as a major gateway for trade and travel between the United States and Mexicali, Mexico.
  • D. Camarillo, California, United States
    Camarillo is a suburban city in Ventura County, California, known for its mild climate, agricultural surroundings, and outlet shopping, located northwest of Los Angeles.
  • E. Cypress, California
    Cypress, California is a suburban city in northern Orange County known for its residential communities, quality schools, and proximity to major Southern California employment centers.
  • 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: El Centro, California, United States
Triple: [Cher, placeOfBirth, El Centro, California, United States]
Generated description
El Centro is a small city in California’s Imperial Valley near the U.S.–Mexico border, known as an agricultural and regional commercial center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: El Centro, California, United States
Target entity description: El Centro is a small city in California’s Imperial Valley near the U.S.–Mexico border, known as an agricultural and regional commercial center.
  • A. La Cañada, California, United States
    La Cañada, California, United States, is a small affluent city in Los Angeles County known for its suburban character, excellent schools, and proximity to the San Gabriel Mountains and NASA’s Jet Propulsion Laboratory.
  • B. La Mesa, California, United States
    La Mesa is a suburban city in San Diego County, California, known as part of the greater San Diego metropolitan area.
  • C. Calexico, California
    Calexico, California is a small border city in Imperial County that serves as a major gateway for trade and travel between the United States and Mexicali, Mexico.
  • D. Camarillo, California, United States
    Camarillo is a suburban city in Ventura County, California, known for its mild climate, agricultural surroundings, and outlet shopping, located northwest of Los Angeles.
  • E. Cypress, California
    Cypress, California is a suburban city in northern Orange County known for its residential communities, quality schools, and proximity to major Southern California employment centers.
  • 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_69aed96624188190ac8c45bb57ab72b5 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef996ff6c8190ba8cc490e4744b95 completed March 9, 2026, 4:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5400fa9ac8190adf70a4c49eac32c completed March 14, 2026, 11:01 a.m.
NEDg Description generation batch_69b5442537488190a7a99e09ee154057 completed March 14, 2026, 11:19 a.m.
NED2 Entity disambiguation (via description) batch_69b544f60e288190973aaf0a4136a072 completed March 14, 2026, 11:22 a.m.
Created at: March 9, 2026, 3:32 p.m.