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.