Triple

T15097827
Position Surface form Disambiguated ID Type / Status
Subject Bridgeport–Stamford–Norwalk metropolitan area E360585 entity
Predicate majorBusinessCenter P77383 FINISHED
Object Stamford, Connecticut NE NERFINISHED

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: Stamford, Connecticut | Statement: [Bridgeport–Stamford–Norwalk metropolitan area, majorBusinessCenter, Stamford, Connecticut]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stamford, Connecticut
Context triple: [Bridgeport–Stamford–Norwalk metropolitan area, majorBusinessCenter, Stamford, Connecticut]
  • A. Stamford, Connecticut chosen
    Stamford, Connecticut is a major city in southwestern Connecticut known as a key financial and corporate hub within the New York metropolitan area.
  • B. Stamford
    Stamford is a historic market town in eastern England renowned for its well-preserved medieval and Georgian architecture.
  • C. New Haven, Connecticut
    New Haven, Connecticut is a historic coastal city in southern New England best known as the home of Yale University and a major center of education, culture, and research.
  • D. Stratford, Connecticut
    Stratford, Connecticut is a coastal New England town at the mouth of the Housatonic River known for its aviation history, beaches along Long Island Sound, and role as a suburban community in the New York metropolitan area.
  • E. Fairfield, Connecticut
    Fairfield, Connecticut is a coastal town in Fairfield County, known as an affluent suburban community along Long Island Sound in southwestern Connecticut.
  • 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: majorBusinessCenter
Context triple: [Bridgeport–Stamford–Norwalk metropolitan area, majorBusinessCenter, Stamford, Connecticut]
  • A. centralBusiness chosen
    Indicates that an entity functions as the primary commercial or economic hub (central business area or role) in relation to another entity.
  • B. hasBusinessCenter
    Indicates that an entity includes, contains, or is equipped with a business center facility.
  • C. headquartersOfBusiness
    Indicates that a location serves as the main administrative center or principal office for a business.
  • D. businessBase
    Indicates that one entity serves as the primary business foundation, core location, or main operational base for another entity.
  • E. mainOffice
    Indicates that one location or office serves as the primary or central office for an organization or entity.
  • F. None of above.

Provenance (3 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_69d85a035aa88190b52a139d3a1b7b6d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0054f00388190a5123d9f4a869b96 completed April 15, 2026, 9:38 p.m.
PD Predicate disambiguation batch_69deb9645b9c8190a5712456dbd78029 completed April 14, 2026, 10:02 p.m.
Created at: April 10, 2026, 3:04 a.m.