Triple

T13386576
Position Surface form Disambiguated ID Type / Status
Subject El Centro metropolitan area E319459 entity
Predicate containsPlace P6528 FINISHED
Object Ocotillo, California
Ocotillo, California is a small desert community in Imperial County known as a gateway to nearby Anza-Borrego Desert State Park and the surrounding Colorado Desert region.
E1042110 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: Ocotillo, California | Statement: [El Centro metropolitan area, containsPlace, Ocotillo, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ocotillo, California
Context triple: [El Centro metropolitan area, containsPlace, Ocotillo, California]
  • A. Ocotillo Wells, California
    Ocotillo Wells, California is a small desert community in San Diego County best known as a popular off-highway vehicle recreation area in the Anza-Borrego Desert region.
  • B. Vallecito, California
    Vallecito, California is a small historic Gold Rush–era community in Calaveras County known for its proximity to natural attractions like Moaning Cavern and other Sierra Nevada foothill recreation areas.
  • 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. Pacheco, California
    Pacheco, California is a small unincorporated community in the San Francisco Bay Area’s Contra Costa County, known primarily as a suburban residential area with nearby commercial development.
  • E. Anza, California
    Anza, California is a small rural community in Riverside County known for its high-desert setting in the Anza Valley and proximity to the Santa Rosa and San Jacinto Mountains.
  • 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: Ocotillo, California
Triple: [El Centro metropolitan area, containsPlace, Ocotillo, California]
Generated description
Ocotillo, California is a small desert community in Imperial County known as a gateway to nearby Anza-Borrego Desert State Park and the surrounding Colorado Desert region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ocotillo, California
Target entity description: Ocotillo, California is a small desert community in Imperial County known as a gateway to nearby Anza-Borrego Desert State Park and the surrounding Colorado Desert region.
  • A. Ocotillo Wells, California
    Ocotillo Wells, California is a small desert community in San Diego County best known as a popular off-highway vehicle recreation area in the Anza-Borrego Desert region.
  • B. Vallecito, California
    Vallecito, California is a small historic Gold Rush–era community in Calaveras County known for its proximity to natural attractions like Moaning Cavern and other Sierra Nevada foothill recreation areas.
  • 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. Pacheco, California
    Pacheco, California is a small unincorporated community in the San Francisco Bay Area’s Contra Costa County, known primarily as a suburban residential area with nearby commercial development.
  • E. Anza, California
    Anza, California is a small rural community in Riverside County known for its high-desert setting in the Anza Valley and proximity to the Santa Rosa and San Jacinto Mountains.
  • 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_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dadce96d1881909957fdd068a7f55d completed April 11, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7461814dc8190aaaefc648da75246 completed May 3, 2026, 12:56 p.m.
NEDg Description generation batch_69f74c036f708190892c2f8d07ca1971 completed May 3, 2026, 1:22 p.m.
NED2 Entity disambiguation (via description) batch_69f74c616a788190804ae648001f58b8 completed May 3, 2026, 1:23 p.m.
Created at: April 9, 2026, 9:34 p.m.