Triple

T20844125
Position Surface form Disambiguated ID Type / Status
Subject Signature Healthcare E513174 entity
Predicate serviceArea P82 FINISHED
Object Brockton region NE NERFINISHED

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: Brockton region | Statement: [Signature Healthcare, serviceArea, Brockton region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brockton region
Context triple: [Signature Healthcare, serviceArea, Brockton region]
  • A. Merrimack Valley
    Merrimack Valley is a region in northeastern Massachusetts and southern New Hampshire centered around the Merrimack River, known for its historic mill cities and industrial heritage.
  • B. Lowell metropolitan area
    The Lowell metropolitan area is a region in northeastern Massachusetts centered on the city of Lowell, encompassing its surrounding suburbs and serving as a residential, commercial, and industrial hub within the Greater Boston area.
  • C. Brockton, Massachusetts chosen
    Brockton, Massachusetts is a mid-sized city in Plymouth County known historically as a major shoe manufacturing center and sometimes called the "City of Champions" for its successful boxers and sports legacy.
  • D. Grafton region
    The Grafton region is an area in northern New South Wales, Australia, traditionally associated with and inhabited by the Bundjalung people.
  • E. Metrowest (Massachusetts)
    Metrowest (Massachusetts) is a suburban region west of Boston known for its affluent communities, technology and biotech industries, and role as a major residential and commercial corridor along the Mass Pike and I-495.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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.
Created at: April 16, 2026, 12:43 p.m.