Triple

T7519546
Position Surface form Disambiguated ID Type / Status
Subject Manchester Transit Authority E177732 entity
Predicate operatesIn P82 FINISHED
Object Manchester, New Hampshire metropolitan area E83407 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: Manchester, New Hampshire metropolitan area | Statement: [Manchester Transit Authority, operatesIn, Manchester, New Hampshire metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manchester, New Hampshire metropolitan area
Context triple: [Manchester Transit Authority, operatesIn, Manchester, New Hampshire metropolitan area]
  • A. Manchester–Nashua metropolitan area chosen
    The Manchester–Nashua metropolitan area is a major urban and economic region in southern New Hampshire centered on the cities of Manchester and Nashua.
  • B. Manchester, New Hampshire
    Manchester, New Hampshire is the largest city in the state and a historic industrial and commercial hub of northern New England.
  • C. Norwich–New London metropolitan area
    The Norwich–New London metropolitan area is a U.S. metropolitan region in southeastern Connecticut centered around the cities of Norwich and New London and their surrounding communities.
  • D. Concord micropolitan area
    The Concord micropolitan area is a small-scale urban region in central New Hampshire centered on the city of Concord and its surrounding communities, recognized for its shared economic and social ties.
  • E. Nashua, New Hampshire
    Nashua, New Hampshire is a mid-sized city in southern New Hampshire known for its historic mill heritage, commercial centers, and role as part of the Greater Boston 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_69c69f2891148190a484f3b8222c6f1b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f5f98ae48190946a18d7c2d33bcd completed March 27, 2026, 9:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8462610b481909fa74023852b0154 completed March 28, 2026, 9:20 p.m.
Created at: March 27, 2026, 3:46 p.m.