Triple

T20844276
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts regional transit authorities system E513179 entity
Predicate hasPart P35 FINISHED
Object Southeastern Regional Transit Authority
The Southeastern Regional Transit Authority is a public transportation agency that operates bus and related transit services in the southeastern region of Massachusetts.
E1454766 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: Southeastern Regional Transit Authority | Statement: [Massachusetts regional transit authorities system, hasPart, Southeastern Regional Transit Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southeastern Regional Transit Authority
Context triple: [Massachusetts regional transit authorities system, hasPart, Southeastern Regional Transit Authority]
  • A. Franklin Regional Transit Authority
    Franklin Regional Transit Authority is a regional public transportation agency serving Greenfield and surrounding communities in Franklin County, Massachusetts.
  • B. Charlotte Area Transit System
    Charlotte Area Transit System is the primary public transportation agency serving the Charlotte metropolitan area with bus, light rail, and other transit services.
  • C. Hillsborough Area Regional Transit Authority
    Hillsborough Area Regional Transit Authority is the public transportation agency serving the Tampa, Florida area, operating local bus, rapid transit, and streetcar services.
  • D. Butler County Regional Transit Authority
    Butler County Regional Transit Authority is a public transportation agency that operates bus and transit services throughout Butler County, Ohio, including the city of Oxford.
  • E. Manchester Transit Authority
    Manchester Transit Authority is the primary public bus and paratransit service provider for the city of Manchester, New Hampshire and surrounding areas.
  • 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: Southeastern Regional Transit Authority
Triple: [Massachusetts regional transit authorities system, hasPart, Southeastern Regional Transit Authority]
Generated description
The Southeastern Regional Transit Authority is a public transportation agency that operates bus and related transit services in the southeastern region of Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southeastern Regional Transit Authority
Target entity description: The Southeastern Regional Transit Authority is a public transportation agency that operates bus and related transit services in the southeastern region of Massachusetts.
  • A. Franklin Regional Transit Authority
    Franklin Regional Transit Authority is a regional public transportation agency serving Greenfield and surrounding communities in Franklin County, Massachusetts.
  • B. Charlotte Area Transit System
    Charlotte Area Transit System is the primary public transportation agency serving the Charlotte metropolitan area with bus, light rail, and other transit services.
  • C. Hillsborough Area Regional Transit Authority
    Hillsborough Area Regional Transit Authority is the public transportation agency serving the Tampa, Florida area, operating local bus, rapid transit, and streetcar services.
  • D. Butler County Regional Transit Authority
    Butler County Regional Transit Authority is a public transportation agency that operates bus and transit services throughout Butler County, Ohio, including the city of Oxford.
  • E. Manchester Transit Authority
    Manchester Transit Authority is the primary public bus and paratransit service provider for the city of Manchester, New Hampshire and surrounding areas.
  • 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_69e0b4f4898081908209e58edb8f9c45 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c34deef88190992b959b83bc59b1 completed April 21, 2026, 12:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a091392ef808190a42ff6dac066ced6 completed May 17, 2026, 1:02 a.m.
NEDg Description generation batch_6a09142564b88190a487e9cb156cb3d5 completed May 17, 2026, 1:04 a.m.
NED2 Entity disambiguation (via description) batch_6a0914a0fb4c8190be5d504ff65dfe32 completed May 17, 2026, 1:06 a.m.
Created at: April 16, 2026, 12:43 p.m.