Triple

T20826057
Position Surface form Disambiguated ID Type / Status
Subject Balranald E512701 entity
Predicate hasFacility P105 FINISHED
Object Balranald Hospital
Balranald Hospital is a local public healthcare facility serving the medical needs of the Balranald community and surrounding region in New South Wales, Australia.
 E1452938 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: Balranald Hospital | Statement: [Balranald, hasFacility, Balranald Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Balranald Hospital
Context triple: [Balranald, hasFacility, Balranald Hospital]
  • A. Tonna Hospital
    Tonna Hospital is a healthcare facility serving the community of Tonna in Wales.
  • B. Taborian Hospital
    Taborian Hospital was a historically significant African American–run medical facility in Mound Bayou, Mississippi, that provided critical healthcare services to Black communities during the era of segregation.
  • C. Dalriada Hospital
    Dalriada Hospital is a community hospital in Ballycastle, County Antrim, Northern Ireland, providing local healthcare services including rehabilitation and palliative care.
  • D. Dirranbandi Hospital
    Dirranbandi Hospital is a small rural healthcare facility serving the medical needs of the Dirranbandi community in Queensland, Australia.
  • E. Castle Hill Hospital
    Castle Hill Hospital is a major NHS teaching hospital in East Yorkshire, England, providing a wide range of specialist and acute medical services.
  • 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: Balranald Hospital
Triple: [Balranald, hasFacility, Balranald Hospital]
Generated description
Balranald Hospital is a local public healthcare facility serving the medical needs of the Balranald community and surrounding region in New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Balranald Hospital
Target entity description: Balranald Hospital is a local public healthcare facility serving the medical needs of the Balranald community and surrounding region in New South Wales, Australia.
  • A. Tonna Hospital
    Tonna Hospital is a healthcare facility serving the community of Tonna in Wales.
  • B. Taborian Hospital
    Taborian Hospital was a historically significant African American–run medical facility in Mound Bayou, Mississippi, that provided critical healthcare services to Black communities during the era of segregation.
  • C. Dalriada Hospital
    Dalriada Hospital is a community hospital in Ballycastle, County Antrim, Northern Ireland, providing local healthcare services including rehabilitation and palliative care.
  • D. Dirranbandi Hospital
    Dirranbandi Hospital is a small rural healthcare facility serving the medical needs of the Dirranbandi community in Queensland, Australia.
  • E. Castle Hill Hospital
    Castle Hill Hospital is a major NHS teaching hospital in East Yorkshire, England, providing a wide range of specialist and acute medical services.
  • 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_69e0b4ce39108190a6e8e5df4f1c8dc5 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2fd8480819099930af691d97477 completed April 21, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09007b90d88190af71babe9740b931 completed May 16, 2026, 11:40 p.m.
NEDg Description generation batch_6a090254a708819085569e7b1deaecbe completed May 16, 2026, 11:48 p.m.
NED2 Entity disambiguation (via description) batch_6a0902b5b254819095b8bb85227e3e27 completed May 16, 2026, 11:50 p.m.
Created at: April 16, 2026, 12:41 p.m.