Triple

T5441490
Position Surface form Disambiguated ID Type / Status
Subject Mass Transit Account E122143 entity
Predicate supportsProgram P178 FINISHED
Object Bus and Bus Facilities program
The Bus and Bus Facilities program is a U.S. federal transit funding program that provides capital assistance to purchase, replace, and rehabilitate buses and related infrastructure to improve public transportation systems.
E520620 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: Bus and Bus Facilities program | Statement: [Mass Transit Account, supportsProgram, Bus and Bus Facilities program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bus and Bus Facilities program
Context triple: [Mass Transit Account, supportsProgram, Bus and Bus Facilities program]
  • A. Transpo bus system
    The Transpo bus system is the primary public transportation network serving residents and visitors in and around South Bend, Indiana.
  • B. Mass Transportation Demonstration Program
    The Mass Transportation Demonstration Program was a U.S. federal initiative that funded experimental and pilot public transit projects to improve urban transportation systems.
  • C. Intercity Transit bus service
    Intercity Transit bus service is a public transportation system serving Lacey and the surrounding Thurston County area in Washington State.
  • D. 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.
  • E. 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.
  • 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: Bus and Bus Facilities program
Triple: [Mass Transit Account, supportsProgram, Bus and Bus Facilities program]
Generated description
The Bus and Bus Facilities program is a U.S. federal transit funding program that provides capital assistance to purchase, replace, and rehabilitate buses and related infrastructure to improve public transportation systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bus and Bus Facilities program
Target entity description: The Bus and Bus Facilities program is a U.S. federal transit funding program that provides capital assistance to purchase, replace, and rehabilitate buses and related infrastructure to improve public transportation systems.
  • A. Transpo bus system
    The Transpo bus system is the primary public transportation network serving residents and visitors in and around South Bend, Indiana.
  • B. Mass Transportation Demonstration Program
    The Mass Transportation Demonstration Program was a U.S. federal initiative that funded experimental and pilot public transit projects to improve urban transportation systems.
  • C. Intercity Transit bus service
    Intercity Transit bus service is a public transportation system serving Lacey and the surrounding Thurston County area in Washington State.
  • D. 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.
  • E. 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.
  • 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_69bd46400768819092925d461c0b8432 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91c131648190b5a7f49efacc874a completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf412daa408190a46926f28339aeac completed March 22, 2026, 1:09 a.m.
NEDg Description generation batch_69bf4261735881909c16322af1156d67 completed March 22, 2026, 1:14 a.m.
NED2 Entity disambiguation (via description) batch_69bf42b97d40819087a98c1cc58bb964 completed March 22, 2026, 1:15 a.m.
Created at: March 20, 2026, 2:07 p.m.