Triple

T7845419
Position Surface form Disambiguated ID Type / Status
Subject Athol, Massachusetts E181910 entity
Predicate hasHospital P105 FINISHED
Object Athol Hospital
Athol Hospital is a community healthcare facility serving residents of Athol and the surrounding North Quabbin region in north-central Massachusetts.
 E698546 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: Athol Hospital | Statement: [Athol, Massachusetts, hasHospital, Athol Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Athol Hospital
Context triple: [Athol, Massachusetts, hasHospital, Athol Hospital]
  • A. Crosshouse Hospital
    Crosshouse Hospital is a major acute general hospital serving Kilmarnock and the surrounding area in East Ayrshire, Scotland.
  • B. Oberon Hospital
    Oberon Hospital is a local healthcare facility serving the medical needs of the Oberon community and surrounding region.
  • C. St John’s Hospital
    St John’s Hospital is a healthcare facility serving the town of Howden and its surrounding area.
  • D. St John’s Hospital
    St John’s Hospital is a major acute general hospital serving Livingston and the wider West Lothian area in Scotland.
  • E. Scone Hospital
    Scone Hospital is a regional healthcare facility serving the medical needs of the community in and around Scone, New South Wales, Australia.
  • 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: Athol Hospital
Triple: [Athol, Massachusetts, hasHospital, Athol Hospital]
Generated description
Athol Hospital is a community healthcare facility serving residents of Athol and the surrounding North Quabbin region in north-central Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Athol Hospital
Target entity description: Athol Hospital is a community healthcare facility serving residents of Athol and the surrounding North Quabbin region in north-central Massachusetts.
  • A. Crosshouse Hospital
    Crosshouse Hospital is a major acute general hospital serving Kilmarnock and the surrounding area in East Ayrshire, Scotland.
  • B. Oberon Hospital
    Oberon Hospital is a local healthcare facility serving the medical needs of the Oberon community and surrounding region.
  • C. St John’s Hospital
    St John’s Hospital is a healthcare facility serving the town of Howden and its surrounding area.
  • D. St John’s Hospital
    St John’s Hospital is a major acute general hospital serving Livingston and the wider West Lothian area in Scotland.
  • E. Scone Hospital
    Scone Hospital is a regional healthcare facility serving the medical needs of the community in and around Scone, New South Wales, Australia.
  • 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_69ca8285d6488190a95d4c02d7354b53 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb163d92fc8190a4efcb08d6b3d404 completed March 31, 2026, 12:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5af27c9c8190a3e6062d323acff1 completed March 31, 2026, 5:26 a.m.
NEDg Description generation batch_69cb5def38e88190864d84abd7959aa3 completed March 31, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69cb766e41fc8190a08f07d04774053a completed March 31, 2026, 7:23 a.m.
Created at: March 30, 2026, 4:49 p.m.