Triple

T6600627
Position Surface form Disambiguated ID Type / Status
Subject Oildale E148987 entity
Predicate transportationAccess P941 FINISHED
Object Kern Transit bus service
Kern Transit bus service is a public transportation system in Kern County, California, providing bus routes that connect communities such as Oildale with surrounding areas.
 E606763 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: Kern Transit bus service | Statement: [Oildale, transportationAccess, Kern Transit bus service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kern Transit bus service
Context triple: [Oildale, transportationAccess, Kern Transit bus service]
  • A. Clovis Transit
    Clovis Transit is the public transportation system serving the city of Clovis, California, providing local bus services and related transit options for residents and visitors.
  • B. Helena Area Transit System
    Helena Area Transit System is the primary public bus service providing local transportation within Helena, Montana.
  • C. Omnitrans
    Omnitrans is the primary public bus transit agency serving San Bernardino County and surrounding communities in Southern California.
  • D. Intercity Transit bus service
    Intercity Transit bus service is a public transportation system serving Lacey and the surrounding Thurston County area in Washington State.
  • E. Arrowhead Transit
    Arrowhead Transit is a regional public transportation service operating in and around Hibbing, Minnesota, providing bus and demand-response rides for local residents.
  • 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: Kern Transit bus service
Triple: [Oildale, transportationAccess, Kern Transit bus service]
Generated description
Kern Transit bus service is a public transportation system in Kern County, California, providing bus routes that connect communities such as Oildale with surrounding areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kern Transit bus service
Target entity description: Kern Transit bus service is a public transportation system in Kern County, California, providing bus routes that connect communities such as Oildale with surrounding areas.
  • A. Clovis Transit
    Clovis Transit is the public transportation system serving the city of Clovis, California, providing local bus services and related transit options for residents and visitors.
  • B. Helena Area Transit System
    Helena Area Transit System is the primary public bus service providing local transportation within Helena, Montana.
  • C. Omnitrans
    Omnitrans is the primary public bus transit agency serving San Bernardino County and surrounding communities in Southern California.
  • D. Intercity Transit bus service
    Intercity Transit bus service is a public transportation system serving Lacey and the surrounding Thurston County area in Washington State.
  • E. Arrowhead Transit
    Arrowhead Transit is a regional public transportation service operating in and around Hibbing, Minnesota, providing bus and demand-response rides for local residents.
  • 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_69c687eaa7508190bb58ce2aa02039b3 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6aef36b308190a172f0396e337309 completed March 27, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6e434afd08190807faf0069c70cce completed March 27, 2026, 8:10 p.m.
NEDg Description generation batch_69c6e57d71ec8190b79615f11eadec26 completed March 27, 2026, 8:15 p.m.
NED2 Entity disambiguation (via description) batch_69c6e614f04c8190b25b553553895799 completed March 27, 2026, 8:18 p.m.
Created at: March 27, 2026, 1:56 p.m.