Triple

T1756088
Position Surface form Disambiguated ID Type / Status
Subject Carrizo Plain E38550 entity
Predicate nearbyCity P350 FINISHED
Object Taft, California
Taft, California is a small city in Kern County known historically for its oil industry and its location near the Carrizo Plain in the southern San Joaquin Valley.
E244093 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: Taft, California | Statement: [Carrizo Plain, nearbyCity, Taft, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taft, California
Context triple: [Carrizo Plain, nearbyCity, Taft, California]
  • A. Rutherford, California
    Rutherford, California is a small community in Napa Valley renowned for its premium wineries and distinctive Cabernet Sauvignon wines.
  • B. Delano, California
    Delano, California is a city in California’s Central Valley known historically as a major agricultural hub and a focal point of the farmworker and civil rights movements.
  • C. Clovis, California
    Clovis, California is a suburban city in Fresno County known for its historic Old Town district, proximity to Fresno and the Sierra Nevada, and its role as a gateway to outdoor recreation in Central California.
  • D. Stateline, California
    Stateline, California is a small unincorporated community on the California–Nevada border near Primm, known primarily as a roadside stop along Interstate 15 in the Mojave Desert.
  • E. Davis, California
    Davis, California is a college town in Yolo County best known as the home of the University of California, Davis and for its strong emphasis on cycling, sustainability, and agricultural research.
  • 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: Taft, California
Triple: [Carrizo Plain, nearbyCity, Taft, California]
Generated description
Taft, California is a small city in Kern County known historically for its oil industry and its location near the Carrizo Plain in the southern San Joaquin Valley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taft, California
Target entity description: Taft, California is a small city in Kern County known historically for its oil industry and its location near the Carrizo Plain in the southern San Joaquin Valley.
  • A. Rutherford, California
    Rutherford, California is a small community in Napa Valley renowned for its premium wineries and distinctive Cabernet Sauvignon wines.
  • B. Delano, California
    Delano, California is a city in California’s Central Valley known historically as a major agricultural hub and a focal point of the farmworker and civil rights movements.
  • C. Clovis, California
    Clovis, California is a suburban city in Fresno County known for its historic Old Town district, proximity to Fresno and the Sierra Nevada, and its role as a gateway to outdoor recreation in Central California.
  • D. Stateline, California
    Stateline, California is a small unincorporated community on the California–Nevada border near Primm, known primarily as a roadside stop along Interstate 15 in the Mojave Desert.
  • E. Davis, California
    Davis, California is a college town in Yolo County best known as the home of the University of California, Davis and for its strong emphasis on cycling, sustainability, and agricultural research.
  • 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_69a8862bdb2081908aefe831c8aa8017 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa643b623081908064be75758ec5de completed March 6, 2026, 5:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae651c82588190b9f1461a7e135670 completed March 9, 2026, 6:13 a.m.
NEDg Description generation batch_69ae65ac14a8819091fa0795c7f99917 completed March 9, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69ae66429c208190ae011d7ee001c9ea completed March 9, 2026, 6:18 a.m.
Created at: March 4, 2026, 7:31 p.m.