Triple

T15654387
Position Surface form Disambiguated ID Type / Status
Subject Oakey E376392 entity
Predicate hasFacility P105 FINISHED
Object Oakey Hospital
Oakey Hospital is a local healthcare facility serving the medical needs of the Oakey community in Queensland, Australia.
 E1169082 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: Oakey Hospital | Statement: [Oakey, hasFacility, Oakey Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oakey Hospital
Context triple: [Oakey, hasFacility, Oakey Hospital]
  • A. Walgett Hospital
    Walgett Hospital is a rural public healthcare facility serving the medical needs of the Walgett community in north-western New South Wales, Australia.
  • B. Wilbarger General Hospital
    Wilbarger General Hospital is a community healthcare facility serving Vernon and the surrounding region in North Texas.
  • 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. John Umstead Hospital
    John Umstead Hospital was a former state psychiatric facility in North Carolina that provided mental health services before being succeeded by Central Regional Hospital.
  • E. Roper Hospital
    Roper Hospital is a historic and prominent medical center located in Charleston, South Carolina, known for providing comprehensive healthcare services to the region.
  • 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: Oakey Hospital
Triple: [Oakey, hasFacility, Oakey Hospital]
Generated description
Oakey Hospital is a local healthcare facility serving the medical needs of the Oakey community in Queensland, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oakey Hospital
Target entity description: Oakey Hospital is a local healthcare facility serving the medical needs of the Oakey community in Queensland, Australia.
  • A. Walgett Hospital
    Walgett Hospital is a rural public healthcare facility serving the medical needs of the Walgett community in north-western New South Wales, Australia.
  • B. Wilbarger General Hospital
    Wilbarger General Hospital is a community healthcare facility serving Vernon and the surrounding region in North Texas.
  • 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. John Umstead Hospital
    John Umstead Hospital was a former state psychiatric facility in North Carolina that provided mental health services before being succeeded by Central Regional Hospital.
  • E. Roper Hospital
    Roper Hospital is a historic and prominent medical center located in Charleston, South Carolina, known for providing comprehensive healthcare services to the region.
  • 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_69d85cd1564c8190991adda63bfab4b0 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ef089948190902ec22f4d7bc932 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff67994fbc819090f2da267888e8fb completed May 9, 2026, 4:58 p.m.
NEDg Description generation batch_69ff6810af4c8190aa6cae98a1b8b5ce completed May 9, 2026, 5 p.m.
NED2 Entity disambiguation (via description) batch_69ff6888a85481909e8cdd34ed230fa4 completed May 9, 2026, 5:02 p.m.
Created at: April 10, 2026, 4:15 a.m.