Triple

T4286953
Position Surface form Disambiguated ID Type / Status
Subject Palmerston North E97291 entity
Predicate hasHospital P105 FINISHED
Object Palmerston North Hospital
Palmerston North Hospital is a major public healthcare and teaching hospital serving Palmerston North and the wider Manawatū region in New Zealand.
 E426013 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: Palmerston North Hospital | Statement: [Palmerston North, hasHospital, Palmerston North Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Palmerston North Hospital
Context triple: [Palmerston North, hasHospital, Palmerston North Hospital]
  • A. North West Regional Hospital
    North West Regional Hospital is a major public healthcare facility serving Burnie and the broader north-west region of Tasmania, Australia.
  • B. Mackenzie Vaughan Hospital
    Mackenzie Vaughan Hospital is a modern regional healthcare facility serving the community of Maple in Vaughan, Ontario.
  • C. Muswellbrook Hospital
    Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas in New South Wales, Australia.
  • D. Cessnock District Hospital
    Cessnock District Hospital is a public healthcare facility serving the medical needs of residents in and around Cessnock, New South Wales, Australia.
  • E. Tweed Hospital
    Tweed Hospital is a public healthcare facility serving the medical and emergency needs of the Tweed Heads region in 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: Palmerston North Hospital
Triple: [Palmerston North, hasHospital, Palmerston North Hospital]
Generated description
Palmerston North Hospital is a major public healthcare and teaching hospital serving Palmerston North and the wider Manawatū region in New Zealand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Palmerston North Hospital
Target entity description: Palmerston North Hospital is a major public healthcare and teaching hospital serving Palmerston North and the wider Manawatū region in New Zealand.
  • A. North West Regional Hospital
    North West Regional Hospital is a major public healthcare facility serving Burnie and the broader north-west region of Tasmania, Australia.
  • B. Mackenzie Vaughan Hospital
    Mackenzie Vaughan Hospital is a modern regional healthcare facility serving the community of Maple in Vaughan, Ontario.
  • C. Muswellbrook Hospital
    Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas in New South Wales, Australia.
  • D. Cessnock District Hospital
    Cessnock District Hospital is a public healthcare facility serving the medical needs of residents in and around Cessnock, New South Wales, Australia.
  • E. Tweed Hospital
    Tweed Hospital is a public healthcare facility serving the medical and emergency needs of the Tweed Heads region in 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_69b3454595848190a0e6bbb6a2bea040 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3505d23d88190a638f2cc2acee9ee completed March 12, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b7c8c1ac819086ded38c1abe9b63 completed March 14, 2026, 7:32 p.m.
NEDg Description generation batch_69b5b8e9ab9c81909a19062a901e8a1b completed March 14, 2026, 7:37 p.m.
NED2 Entity disambiguation (via description) batch_69b5b95cfbdc8190b65cf338aa9abd5b completed March 14, 2026, 7:39 p.m.
Created at: March 12, 2026, 11:08 p.m.