Triple

T17871157
Position Surface form Disambiguated ID Type / Status
Subject Townsville, Queensland E446837 entity
Predicate hostsInstitution P186 FINISHED
Object Townsville University Hospital
Townsville University Hospital is a major tertiary teaching and referral hospital in Townsville, Queensland, providing advanced medical services and clinical training for health professionals in northern Australia.
 E1292053 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: Townsville University Hospital | Statement: [Townsville, Queensland, hostsInstitution, Townsville University Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Townsville University Hospital
Context triple: [Townsville, Queensland, hostsInstitution, Townsville University Hospital]
  • A. Royal University Hospital
    Royal University Hospital is a major teaching and research hospital in Saskatoon, Saskatchewan, serving as a primary clinical center for medical education and specialized healthcare in the region.
  • B. 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.
  • C. Sunshine Coast University Hospital
    Sunshine Coast University Hospital is a major public tertiary teaching hospital on Queensland’s Sunshine Coast, providing advanced medical, surgical, and emergency services to the region.
  • D. James Cook University Hospital
    James Cook University Hospital is a major teaching and research hospital in Middlesbrough, England, serving as a key regional centre for specialist medical services.
  • E. Alexandra General Hospital
    Alexandra General Hospital is a major public teaching and referral hospital in Athens, Greece, known for its comprehensive medical services and affiliation with the National and Kapodistrian University of Athens.
  • 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: Townsville University Hospital
Triple: [Townsville, Queensland, hostsInstitution, Townsville University Hospital]
Generated description
Townsville University Hospital is a major tertiary teaching and referral hospital in Townsville, Queensland, providing advanced medical services and clinical training for health professionals in northern Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Townsville University Hospital
Target entity description: Townsville University Hospital is a major tertiary teaching and referral hospital in Townsville, Queensland, providing advanced medical services and clinical training for health professionals in northern Australia.
  • A. Royal University Hospital
    Royal University Hospital is a major teaching and research hospital in Saskatoon, Saskatchewan, serving as a primary clinical center for medical education and specialized healthcare in the region.
  • B. 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.
  • C. Sunshine Coast University Hospital
    Sunshine Coast University Hospital is a major public tertiary teaching hospital on Queensland’s Sunshine Coast, providing advanced medical, surgical, and emergency services to the region.
  • D. James Cook University Hospital
    James Cook University Hospital is a major teaching and research hospital in Middlesbrough, England, serving as a key regional centre for specialist medical services.
  • E. Alexandra General Hospital
    Alexandra General Hospital is a major public teaching and referral hospital in Athens, Greece, known for its comprehensive medical services and affiliation with the National and Kapodistrian University of Athens.
  • 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_69d8b9f4c22c819093c2680434472894 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49aa30ff8819090c51c1d7767e952 completed April 19, 2026, 9:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a030c6d0fdc8190afbff57b4b8290b8 completed May 12, 2026, 11:18 a.m.
NEDg Description generation batch_6a030d0529f081908d5fd390af9d6bb7 completed May 12, 2026, 11:20 a.m.
NED2 Entity disambiguation (via description) batch_6a030dbb23208190bb73c4f9cee76f73 completed May 12, 2026, 11:23 a.m.
Created at: April 10, 2026, 10:18 a.m.