Triple

T5346473
Position Surface form Disambiguated ID Type / Status
Subject Signature Healthcare Brockton Hospital E124067 entity
Predicate hasNetworkRelationshipWith P42454 FINISHED
Object Signature Medical Group
Signature Medical Group is a healthcare provider organization that offers a range of medical services and physician care, affiliated with Signature Healthcare Brockton Hospital.
E513175 NE FINISHED

How this triple was built (5 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: Signature Medical Group | Statement: [Signature Healthcare Brockton Hospital, hasNetworkRelationshipWith, Signature Medical Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Signature Medical Group
Context triple: [Signature Healthcare Brockton Hospital, hasNetworkRelationshipWith, Signature Medical Group]
  • A. Northeast Medical Group
    Northeast Medical Group is a large, multi-specialty physician organization affiliated with Yale New Haven Health System that provides coordinated outpatient medical care across communities in Connecticut and neighboring states.
  • B. Athenahealth
    Athenahealth is a U.S.-based healthcare technology company that provides cloud-based electronic health record, practice management, and revenue cycle management solutions for medical practices and health systems.
  • C. Dignity Health
    Dignity Health is a large not-for-profit healthcare system in the United States that operates hospitals and other medical facilities, primarily in the western states.
  • D. Mon Health Medical Center
    Mon Health Medical Center is a regional, non-profit acute care hospital and healthcare hub serving Morgantown and the surrounding communities in north-central West Virginia.
  • E. Medlantic Healthcare Group
    Medlantic Healthcare Group was a regional healthcare organization that served as the predecessor to the large not-for-profit health system now known as MedStar Health.
  • 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: Signature Medical Group
Triple: [Signature Healthcare Brockton Hospital, hasNetworkRelationshipWith, Signature Medical Group]
Generated description
Signature Medical Group is a healthcare provider organization that offers a range of medical services and physician care, affiliated with Signature Healthcare Brockton Hospital.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Signature Medical Group
Target entity description: Signature Medical Group is a healthcare provider organization that offers a range of medical services and physician care, affiliated with Signature Healthcare Brockton Hospital.
  • A. Northeast Medical Group
    Northeast Medical Group is a large, multi-specialty physician organization affiliated with Yale New Haven Health System that provides coordinated outpatient medical care across communities in Connecticut and neighboring states.
  • B. Athenahealth
    Athenahealth is a U.S.-based healthcare technology company that provides cloud-based electronic health record, practice management, and revenue cycle management solutions for medical practices and health systems.
  • C. Dignity Health
    Dignity Health is a large not-for-profit healthcare system in the United States that operates hospitals and other medical facilities, primarily in the western states.
  • D. Mon Health Medical Center
    Mon Health Medical Center is a regional, non-profit acute care hospital and healthcare hub serving Morgantown and the surrounding communities in north-central West Virginia.
  • E. Medlantic Healthcare Group
    Medlantic Healthcare Group was a regional healthcare organization that served as the predecessor to the large not-for-profit health system now known as MedStar Health.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNetworkRelationshipWith
Context triple: [Signature Healthcare Brockton Hospital, hasNetworkRelationshipWith, Signature Medical Group]
  • A. inRelationshipWith
    Indicates that two entities are mutually involved in a defined personal, romantic, or partnership relationship with each other.
  • B. laterRelationWith
    Indicates that one entity stands in a temporal relationship to another such that it occurs or exists at a later time than the other.
  • C. linkedNetwork chosen
    Indicates that two entities are connected through a shared or associated network relationship.
  • D. hasNetworkPartner
    Indicates that an entity is connected to another entity through a formal or recognized network partnership relationship.
  • E. isAssociatedWith
    Indicates that there exists a connection, relationship, or involvement between two entities without specifying its exact nature.
  • F. None of above.

Provenance (6 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.
PD Predicate disambiguation batch_69bd845a62b081909782863865b257a9 completed March 20, 2026, 5:31 p.m.
Created at: March 20, 2026, 2:01 p.m.