Triple

T3369857
Position Surface form Disambiguated ID Type / Status
Subject Orange, New South Wales E70926 entity
Predicate hasHospital P105 FINISHED
Object Orange Health Service
Orange Health Service is a major public healthcare facility serving the city of Orange and surrounding communities in regional New South Wales, Australia.
 E353823 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: Orange Health Service | Statement: [Orange, New South Wales, hasHospital, Orange Health Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Orange Health Service
Context triple: [Orange, New South Wales, hasHospital, Orange Health Service]
  • A. Orange City Area Health System
    Orange City Area Health System is a regional healthcare provider based in Orange City, Iowa, offering hospital and medical services to the surrounding community.
  • B. Mon Health Medical Center
    Mon Health Medical Center is a regional, non-profit acute care hospital and healthcare hub serving Morgantown and the surrounding communities in north-central West Virginia.
  • C. Good Samaritan Medical Center
    Good Samaritan Medical Center is a regional acute care hospital serving the healthcare needs of residents in and around Brockton, Massachusetts.
  • D. Essentia Health
    Essentia Health is a regional, integrated healthcare system that operates hospitals and clinics across the upper Midwest of the United States.
  • E. Mercy Health
    Mercy Health is a large not-for-profit healthcare system that operates hospitals and medical facilities, primarily in the Midwest and Southern United States.
  • 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: Orange Health Service
Triple: [Orange, New South Wales, hasHospital, Orange Health Service]
Generated description
Orange Health Service is a major public healthcare facility serving the city of Orange and surrounding communities in regional New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Orange Health Service
Target entity description: Orange Health Service is a major public healthcare facility serving the city of Orange and surrounding communities in regional New South Wales, Australia.
  • A. Orange City Area Health System
    Orange City Area Health System is a regional healthcare provider based in Orange City, Iowa, offering hospital and medical services to the surrounding community.
  • B. Mon Health Medical Center
    Mon Health Medical Center is a regional, non-profit acute care hospital and healthcare hub serving Morgantown and the surrounding communities in north-central West Virginia.
  • C. Good Samaritan Medical Center
    Good Samaritan Medical Center is a regional acute care hospital serving the healthcare needs of residents in and around Brockton, Massachusetts.
  • D. Essentia Health
    Essentia Health is a regional, integrated healthcare system that operates hospitals and clinics across the upper Midwest of the United States.
  • E. Mercy Health
    Mercy Health is a large not-for-profit healthcare system that operates hospitals and medical facilities, primarily in the Midwest and Southern United States.
  • 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_69ad85a729d48190afd789cd8417f289 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb2b9b1fc8190a2cbf040ea808baf completed March 8, 2026, 5:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b334396f588190add5c0c27949650c completed March 12, 2026, 9:46 p.m.
NEDg Description generation batch_69b334d1e3348190b231a33058ee08a5 completed March 12, 2026, 9:49 p.m.
NED2 Entity disambiguation (via description) batch_69b33901299481908615762989e45e7c completed March 12, 2026, 10:06 p.m.
Created at: March 8, 2026, 3:13 p.m.