Triple

T3716776
Position Surface form Disambiguated ID Type / Status
Subject Montebello Bus Lines E81549 entity
Predicate serves P98 FINISHED
Object Commerce, California
Commerce, California is a small industrial city in Los Angeles County known for its manufacturing centers, rail yards, and large outlet shopping complex.
E381936 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: Commerce, California | Statement: [Montebello Bus Lines, serves, Commerce, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Commerce, California
Context triple: [Montebello Bus Lines, serves, Commerce, California]
  • A. Ontario, California
    Ontario, California is a mid-sized Inland Empire city in San Bernardino County known for its major international airport, logistics hubs, and role as a regional commercial center in Southern California.
  • B. Carson, California
    Carson, California is a city in Los Angeles County known for hosting major sports events and venues, including professional soccer and football stadiums.
  • C. 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.
  • D. 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.
  • E. Campo, California
    Campo, California is a small rural community in southeastern San Diego County known as the southern starting point of the Pacific Crest Trail near the U.S.–Mexico border.
  • 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: Commerce, California
Triple: [Montebello Bus Lines, serves, Commerce, California]
Generated description
Commerce, California is a small industrial city in Los Angeles County known for its manufacturing centers, rail yards, and large outlet shopping complex.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Commerce, California
Target entity description: Commerce, California is a small industrial city in Los Angeles County known for its manufacturing centers, rail yards, and large outlet shopping complex.
  • A. Ontario, California
    Ontario, California is a mid-sized Inland Empire city in San Bernardino County known for its major international airport, logistics hubs, and role as a regional commercial center in Southern California.
  • B. Carson, California
    Carson, California is a city in Los Angeles County known for hosting major sports events and venues, including professional soccer and football stadiums.
  • C. 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.
  • D. 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.
  • E. Campo, California
    Campo, California is a small rural community in southeastern San Diego County known as the southern starting point of the Pacific Crest Trail near the U.S.–Mexico border.
  • 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_69ad8b1a81588190b3f27a5483bb610e completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc9d087c881909f6d2ec6e518fb02 completed March 8, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4ce1260948190b4707337e9427c2c completed March 14, 2026, 2:55 a.m.
NEDg Description generation batch_69b4cf799ae88190bbf821f4c4500031 completed March 14, 2026, 3:01 a.m.
NED2 Entity disambiguation (via description) batch_69b4d0057fe8819092a40732324f88c9 completed March 14, 2026, 3:03 a.m.
Created at: March 8, 2026, 3:33 p.m.