Triple

T16831083
Position Surface form Disambiguated ID Type / Status
Subject BID Milton E409149 entity
Predicate formerName P65 FINISHED
Object Milton Hospital
Milton Hospital is a community medical facility in Milton, Massachusetts, that became part of the Beth Israel Deaconess (BID) health system.
 E1235591 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: Milton Hospital | Statement: [BID Milton, formerName, Milton Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Milton Hospital
Context triple: [BID Milton, formerName, Milton Hospital]
  • A. Falmouth Hospital
    Falmouth Hospital is a community healthcare facility serving the medical needs of residents and visitors in Falmouth, Massachusetts.
  • B. Woodstock Hospital
    Woodstock Hospital is a community healthcare facility serving the medical needs of residents in and around Woodstock, Ontario.
  • C. Salem Hospital
    Salem Hospital is a regional acute care hospital in Salem, Massachusetts, and a member of the Mass General Brigham healthcare system.
  • D. Milford Hospital
    Milford Hospital is a local medical facility providing healthcare services to the community of Milford.
  • E. Westerly Hospital
    Westerly Hospital is a community hospital in Westerly, Rhode Island, providing a range of medical and surgical services to residents of southwestern Rhode Island and southeastern Connecticut.
  • 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: Milton Hospital
Triple: [BID Milton, formerName, Milton Hospital]
Generated description
Milton Hospital is a community medical facility in Milton, Massachusetts, that became part of the Beth Israel Deaconess (BID) health system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Milton Hospital
Target entity description: Milton Hospital is a community medical facility in Milton, Massachusetts, that became part of the Beth Israel Deaconess (BID) health system.
  • A. Falmouth Hospital
    Falmouth Hospital is a community healthcare facility serving the medical needs of residents and visitors in Falmouth, Massachusetts.
  • B. Woodstock Hospital
    Woodstock Hospital is a community healthcare facility serving the medical needs of residents in and around Woodstock, Ontario.
  • C. Salem Hospital
    Salem Hospital is a regional acute care hospital in Salem, Massachusetts, and a member of the Mass General Brigham healthcare system.
  • D. Milford Hospital
    Milford Hospital is a local medical facility providing healthcare services to the community of Milford.
  • E. Westerly Hospital
    Westerly Hospital is a community hospital in Westerly, Rhode Island, providing a range of medical and surgical services to residents of southwestern Rhode Island and southeastern Connecticut.
  • 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_69d883952b048190887740a980b712ed completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b317af8c8190a09cb6d60d28e342 completed April 18, 2026, 4:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b2a2a5348190b14af8ab88a281b7 completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b475236c8190a345b4c8d3c6cfcf completed May 10, 2026, 4:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00b6dfbf448190b41bb7d103ddfc0a completed May 10, 2026, 4:48 p.m.
Created at: April 10, 2026, 5:23 a.m.