Triple

T5346452
Position Surface form Disambiguated ID Type / Status
Subject Signature Healthcare Brockton Hospital E124067 entity
Predicate formerName P65 FINISHED
Object Brockton Hospital
Brockton Hospital is a community hospital in Brockton, Massachusetts, providing a range of medical and surgical services to residents of the surrounding region.
 E513173 NE FINISHED

How this triple was built (4 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 Hospital | Statement: [Signature Healthcare Brockton Hospital, formerName, Brockton Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brockton Hospital
Context triple: [Signature Healthcare Brockton Hospital, formerName, Brockton Hospital]
  • A. Lemuel Shattuck Hospital
    Lemuel Shattuck Hospital is a public health and correctional medical facility in Boston, Massachusetts, providing inpatient, outpatient, and specialized services to underserved and justice-involved populations.
  • B. New England Baptist Hospital
    New England Baptist Hospital is a specialized medical center in Boston, Massachusetts, renowned for its expertise in orthopedic surgery and musculoskeletal care.
  • C. Belmont Hospital
    Belmont Hospital is a public healthcare facility serving the community of Belmont in the Lake Macquarie region of New South Wales, Australia.
  • D. Providence Medford Medical Center
    Providence Medford Medical Center is a regional acute-care hospital in Medford, Oregon, providing a range of medical and surgical services to communities in southern Oregon.
  • E. Bridgton Hospital
    Bridgton Hospital is a community healthcare facility serving residents of Bridgton and the surrounding Lake Region area in western Maine.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Brockton Hospital
Triple: [Signature Healthcare Brockton Hospital, formerName, Brockton Hospital]
Generated description
Brockton Hospital is a community hospital in Brockton, Massachusetts, providing a range of medical and surgical services to residents of the surrounding region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brockton Hospital
Target entity description: Brockton Hospital is a community hospital in Brockton, Massachusetts, providing a range of medical and surgical services to residents of the surrounding region.
  • A. Lemuel Shattuck Hospital
    Lemuel Shattuck Hospital is a public health and correctional medical facility in Boston, Massachusetts, providing inpatient, outpatient, and specialized services to underserved and justice-involved populations.
  • B. New England Baptist Hospital
    New England Baptist Hospital is a specialized medical center in Boston, Massachusetts, renowned for its expertise in orthopedic surgery and musculoskeletal care.
  • C. Belmont Hospital
    Belmont Hospital is a public healthcare facility serving the community of Belmont in the Lake Macquarie region of New South Wales, Australia.
  • D. Providence Medford Medical Center
    Providence Medford Medical Center is a regional acute-care hospital in Medford, Oregon, providing a range of medical and surgical services to communities in southern Oregon.
  • E. Bridgton Hospital
    Bridgton Hospital is a community healthcare facility serving residents of Bridgton and the surrounding Lake Region area in western Maine.
  • F. None of above. chosen

Provenance (5 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_69bd464be27081908807b40b75c1bbae completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85ede7c481908347d557aa4d19ad completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf21c95ed0819084a9cdcaf5148988 completed March 21, 2026, 10:55 p.m.
NEDg Description generation batch_69bf2236219c8190bd5c439ea13ea83a completed March 21, 2026, 10:56 p.m.
NED2 Entity disambiguation (via description) batch_69bf229a0ad88190b7edc02a98f5fe31 completed March 21, 2026, 10:58 p.m.
Created at: March 20, 2026, 2:01 p.m.