Triple

T8967401
Position Surface form Disambiguated ID Type / Status
Subject Highland, California E214172 entity
Predicate hasPublicTransport P1288 FINISHED
Object served by Omnitrans bus system
Served by Omnitrans bus system is a public bus transit service operating in California’s Inland Empire region, providing local and regional transportation across cities such as Highland.
 E769920 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: served by Omnitrans bus system | Statement: [Highland, California, hasPublicTransport, served by Omnitrans bus system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: served by Omnitrans bus system
Context triple: [Highland, California, hasPublicTransport, served by Omnitrans bus system]
  • A. Community Transit bus system
    The Community Transit bus system is a public transportation network serving Snohomish County, Washington, providing local and commuter bus services that connect with regional rail and other transit agencies.
  • B. Transpo bus system
    The Transpo bus system is the primary public transportation network serving residents and visitors in and around South Bend, Indiana.
  • C. Unitrans bus system
    The Unitrans bus system is a public transit service in Davis, California, primarily operated by UC Davis students and serving both the university campus and the surrounding community.
  • D. Sun Tran bus system
    Sun Tran bus system is the primary public bus transit network serving the city of Tucson and its surrounding areas.
  • E. OmniRide bus service
    OmniRide bus service is a public transit system in Northern Virginia that provides local and commuter bus routes connecting suburban communities with major employment and activity centers in the region.
  • 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: served by Omnitrans bus system
Triple: [Highland, California, hasPublicTransport, served by Omnitrans bus system]
Generated description
Served by Omnitrans bus system is a public bus transit service operating in California’s Inland Empire region, providing local and regional transportation across cities such as Highland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: served by Omnitrans bus system
Target entity description: Served by Omnitrans bus system is a public bus transit service operating in California’s Inland Empire region, providing local and regional transportation across cities such as Highland.
  • A. Community Transit bus system
    The Community Transit bus system is a public transportation network serving Snohomish County, Washington, providing local and commuter bus services that connect with regional rail and other transit agencies.
  • B. Transpo bus system
    The Transpo bus system is the primary public transportation network serving residents and visitors in and around South Bend, Indiana.
  • C. Unitrans bus system
    The Unitrans bus system is a public transit service in Davis, California, primarily operated by UC Davis students and serving both the university campus and the surrounding community.
  • D. Sun Tran bus system
    Sun Tran bus system is the primary public bus transit network serving the city of Tucson and its surrounding areas.
  • E. OmniRide bus service
    OmniRide bus service is a public transit system in Northern Virginia that provides local and commuter bus routes connecting suburban communities with major employment and activity centers in the region.
  • 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_69ca839cd6008190a1546a701a56710c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc676389948190aa78fdf6a5ae74a5 completed April 1, 2026, 12:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc95879c08190b0091548c8c00207 completed April 3, 2026, 2:06 p.m.
NEDg Description generation batch_69cfcb42e6ec8190b126163bf4472986 completed April 3, 2026, 2:14 p.m.
NED2 Entity disambiguation (via description) batch_69cfcbba82e88190b40e9721c835fff0 completed April 3, 2026, 2:16 p.m.
Created at: March 30, 2026, 7:01 p.m.