Triple

T3064621
Position Surface form Disambiguated ID Type / Status
Subject Robert J. Shiller E62073 entity
Predicate workLocation P7 FINISHED
Object New Haven, Connecticut, United States E14903 NE FINISHED

How this triple was built (2 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: New Haven, Connecticut, United States | Statement: [Robert J. Shiller, workLocation, New Haven, Connecticut, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Haven, Connecticut, United States
Context triple: [Robert J. Shiller, workLocation, New Haven, Connecticut, United States]
  • A. West Haven, Connecticut, United States
    West Haven, Connecticut, United States, is a coastal New England city on Long Island Sound known for its beaches and suburban character within the Greater New Haven area.
  • B. Hartford, Connecticut, United States
    Hartford is the capital city of the U.S. state of Connecticut, known historically as a major center of the insurance industry and American literature.
  • C. New Haven, Connecticut chosen
    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. Hamden, Connecticut, United States
    Hamden, Connecticut, United States, is a suburban town just north of New Haven known for hosting Quinnipiac University and its blend of residential neighborhoods and natural areas along the Sleeping Giant State Park.
  • E. Bridgeport, Connecticut, United States
    Bridgeport is a coastal city in southwestern Connecticut known as the state’s most populous city and part of the New York metropolitan area.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69ad85793e5c8190a358049bc4a98d8c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ad9ea2154c8190ab243feb77170a15 completed March 8, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f3af69288190869eb648d15ad5e7 completed March 12, 2026, 5:11 p.m.
Created at: March 8, 2026, 3:02 p.m.