Triple

T6305898
Position Surface form Disambiguated ID Type / Status
Subject Milford E141373 entity
Predicate hasAmenity P105 FINISHED
Object Milford Hospital
Milford Hospital is a local medical facility providing healthcare services to the community of Milford.
 E584928 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: Milford Hospital | Statement: [Milford, hasAmenity, Milford Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Milford Hospital
Context triple: [Milford, hasAmenity, Milford Hospital]
  • A. Hannibal Regional Hospital
    Hannibal Regional Hospital is a community healthcare facility serving Hannibal and the surrounding region in northeastern Missouri.
  • B. Bridgeport Hospital
    Bridgeport Hospital is a major acute-care teaching hospital in Bridgeport, Connecticut, providing a wide range of medical and surgical services to the region.
  • C. Speare Memorial Hospital
    Speare Memorial Hospital is a community healthcare facility serving Plymouth and the surrounding central New Hampshire region with a range of medical and surgical services.
  • D. Waterbury Hospital
    Waterbury Hospital is a community-based acute care hospital serving the city of Waterbury, Connecticut and the surrounding region.
  • E. Concord Hospital
    Concord Hospital is a major regional medical center and acute care hospital serving Concord and the surrounding communities in central New Hampshire.
  • 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: Milford Hospital
Triple: [Milford, hasAmenity, Milford Hospital]
Generated description
Milford Hospital is a local medical facility providing healthcare services to the community of Milford.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Milford Hospital
Target entity description: Milford Hospital is a local medical facility providing healthcare services to the community of Milford.
  • A. Hannibal Regional Hospital
    Hannibal Regional Hospital is a community healthcare facility serving Hannibal and the surrounding region in northeastern Missouri.
  • B. Bridgeport Hospital
    Bridgeport Hospital is a major acute-care teaching hospital in Bridgeport, Connecticut, providing a wide range of medical and surgical services to the region.
  • C. Speare Memorial Hospital
    Speare Memorial Hospital is a community healthcare facility serving Plymouth and the surrounding central New Hampshire region with a range of medical and surgical services.
  • D. Waterbury Hospital
    Waterbury Hospital is a community-based acute care hospital serving the city of Waterbury, Connecticut and the surrounding region.
  • E. Concord Hospital
    Concord Hospital is a major regional medical center and acute care hospital serving Concord and the surrounding communities in central New Hampshire.
  • 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_69c008cf0ad4819095def81e2bd42f9f completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06479acec819090306a155a03b774 completed March 22, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e44527488190b3d605e917c8dfb2 completed March 27, 2026, 1:58 a.m.
NEDg Description generation batch_69c5f3f6d134819090d44dea3ae88ee2 completed March 27, 2026, 3:05 a.m.
NED2 Entity disambiguation (via description) batch_69c5f4a30e2c81908cd5a99d6fc6063b completed March 27, 2026, 3:08 a.m.
Created at: March 22, 2026, 4:28 p.m.