Triple

T3482883
Position Surface form Disambiguated ID Type / Status
Subject Binghamton University E73534 entity
Predicate publicTransitAccess P1288 FINISHED
Object Broome County Transit
Broome County Transit is the public bus system serving Binghamton and surrounding communities in Broome County, New York.
E360892 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: Broome County Transit | Statement: [Binghamton University, publicTransitAccess, Broome County Transit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Broome County Transit
Context triple: [Binghamton University, publicTransitAccess, Broome County Transit]
  • A. Tompkins Consolidated Area Transit
    Tompkins Consolidated Area Transit is the primary public bus system serving Ithaca and the surrounding Tompkins County region in New York.
  • B. Rochester Public Transit
    Rochester Public Transit is the primary public transportation system serving residents and visitors in Rochester, Minnesota, through fixed-route buses and related transit services.
  • C. Dutchess County Public Transit
    Dutchess County Public Transit is the public bus system providing local and regional transportation services throughout Dutchess County in New York State.
  • D. Windham Region Transit District
    Windham Region Transit District is a public transportation agency in eastern Connecticut that operates local and regional bus services connecting communities such as Storrs and the surrounding Windham area.
  • E. Long Island Bus
    Long Island Bus was the former name of Nassau County's public bus system on Long Island, New York, once operated under contract by the MTA.
  • 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: Broome County Transit
Triple: [Binghamton University, publicTransitAccess, Broome County Transit]
Generated description
Broome County Transit is the public bus system serving Binghamton and surrounding communities in Broome County, New York.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Broome County Transit
Target entity description: Broome County Transit is the public bus system serving Binghamton and surrounding communities in Broome County, New York.
  • A. Tompkins Consolidated Area Transit
    Tompkins Consolidated Area Transit is the primary public bus system serving Ithaca and the surrounding Tompkins County region in New York.
  • B. Rochester Public Transit
    Rochester Public Transit is the primary public transportation system serving residents and visitors in Rochester, Minnesota, through fixed-route buses and related transit services.
  • C. Dutchess County Public Transit
    Dutchess County Public Transit is the public bus system providing local and regional transportation services throughout Dutchess County in New York State.
  • D. Windham Region Transit District
    Windham Region Transit District is a public transportation agency in eastern Connecticut that operates local and regional bus services connecting communities such as Storrs and the surrounding Windham area.
  • E. Long Island Bus
    Long Island Bus was the former name of Nassau County's public bus system on Long Island, New York, once operated under contract by the MTA.
  • 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_69ad85b3c9b08190857cae74c7f36da9 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb781e9c8190810fdd814f506127 completed March 8, 2026, 6:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3681e88d881908a2eeb93aa56d889 completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b368a242448190ac61e806b42a0cf3 completed March 13, 2026, 1:30 a.m.
NED2 Entity disambiguation (via description) batch_69b3693bc26c819093ba7f9757ba0665 completed March 13, 2026, 1:32 a.m.
Created at: March 8, 2026, 3:17 p.m.