Triple

T4397839
Position Surface form Disambiguated ID Type / Status
Subject The Bus (Merced County Transit) E99535 entity
Predicate serves P98 FINISHED
Object Delhi, California
Delhi, California is a small unincorporated community in Merced County in California’s Central Valley, known primarily as a rural, agriculture-based residential area along Highway 99.
E436017 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: Delhi, California | Statement: [The Bus (Merced County Transit), serves, Delhi, California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Delhi, California
Context triple: [The Bus (Merced County Transit), serves, Delhi, California]
  • A. 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.
  • B. 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.
  • C. Dublin, California
    Dublin, California is a rapidly growing suburban city in Alameda County known for its location at the junction of Interstates 580 and 680 and its role as a residential and commercial hub in the San Francisco Bay Area.
  • D. Duarte, California
    Duarte, California is a small suburban city in Los Angeles County known for its location along historic Route 66 at the base of the San Gabriel Mountains.
  • E. Westminster, California
    Westminster, California is a suburban city in northern Orange County known for its large Vietnamese-American community and bustling Little Saigon district.
  • 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: Delhi, California
Triple: [The Bus (Merced County Transit), serves, Delhi, California]
Generated description
Delhi, California is a small unincorporated community in Merced County in California’s Central Valley, known primarily as a rural, agriculture-based residential area along Highway 99.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Delhi, California
Target entity description: Delhi, California is a small unincorporated community in Merced County in California’s Central Valley, known primarily as a rural, agriculture-based residential area along Highway 99.
  • A. 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.
  • B. 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.
  • C. Dublin, California
    Dublin, California is a rapidly growing suburban city in Alameda County known for its location at the junction of Interstates 580 and 680 and its role as a residential and commercial hub in the San Francisco Bay Area.
  • D. Duarte, California
    Duarte, California is a small suburban city in Los Angeles County known for its location along historic Route 66 at the base of the San Gabriel Mountains.
  • E. Westminster, California
    Westminster, California is a suburban city in northern Orange County known for its large Vietnamese-American community and bustling Little Saigon district.
  • 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_69b345506b408190b0e3dee616738a7d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352adce588190b9e6ed53458aa1e1 completed March 12, 2026, 11:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e53ae7bc8190b216319e522b11c6 completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e5f8b9bc8190abb35710e2ddbe5e completed March 14, 2026, 10:49 p.m.
NED2 Entity disambiguation (via description) batch_69b5e62af694819086b3eddb71f591d2 completed March 14, 2026, 10:50 p.m.
Created at: March 12, 2026, 11:20 p.m.