Triple

T15851415
Position Surface form Disambiguated ID Type / Status
Subject Norwalk, California E384348 entity
Predicate operatesLocalTransitAgency P81300 FINISHED
Object Norwalk Transit System E81213 NE FINISHED

How this triple was built (3 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: Norwalk Transit System | Statement: [Norwalk, California, operatesLocalTransitAgency, Norwalk Transit System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Norwalk Transit System
Context triple: [Norwalk, California, operatesLocalTransitAgency, Norwalk Transit System]
  • A. Norwalk Transit chosen
    Norwalk Transit is a local public transportation agency serving the city of Norwalk and surrounding areas in Southern California.
  • B. Franklin Regional Transit Authority
    Franklin Regional Transit Authority is a regional public transportation agency serving Greenfield and surrounding communities in Franklin County, Massachusetts.
  • C. Middletown Transit System
    Middletown Transit System is the primary public bus transportation provider serving residents and visitors in Middletown, Ohio.
  • 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. Fairfield Metro
    Fairfield Metro is a commuter rail station in Fairfield, Connecticut, serving Metro-North Railroad’s New Haven Line.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: operatesLocalTransitAgency
Context triple: [Norwalk, California, operatesLocalTransitAgency, Norwalk Transit System]
  • A. operatesTransitSystem chosen
    Indicates that one entity manages and runs the public transportation network or services for another entity or area.
  • B. hasPublicTransportAgency
    Indicates that a place or transport system is served, managed, or overseen by a specific public transportation agency.
  • C. transitAuthorityAbbreviation
    Indicates that one entity is the standard abbreviated form of the name of a particular transit authority.
  • D. hasPublicTransitRole
    Indicates that an entity holds a specific functional role or responsibility within a public transit system.
  • E. tramOperator
    Indicates that one entity operates, manages, or runs tram services for another entity or area.
  • F. None of above.

Provenance (4 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_69d86da422088190aac39e32e6c68429 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e174de2cd48190ab18e48c9f051a2a completed April 16, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa147bce481909fb6f6ef2793a5a8 completed May 9, 2026, 9:04 p.m.
PD Predicate disambiguation batch_69e142b976c081908d3ba3e705419f3a completed April 16, 2026, 8:12 p.m.
Created at: April 10, 2026, 4:50 a.m.