Triple

T2428900
Position Surface form Disambiguated ID Type / Status
Subject Taree E52795 entity
Predicate hasFacility P105 FINISHED
Object Manning Base Hospital
Manning Base Hospital is a major public regional hospital serving Taree and the surrounding Mid North Coast area of New South Wales, Australia.
 E264797 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: Manning Base Hospital | Statement: [Taree, hasFacility, Manning Base Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manning Base Hospital
Context triple: [Taree, hasFacility, Manning Base Hospital]
  • A. Albury Base Hospital
    Albury Base Hospital is a major public healthcare facility serving the city of Albury and the surrounding region in New South Wales, Australia.
  • B. Griffith Base Hospital
    Griffith Base Hospital is a public regional hospital serving the healthcare needs of Griffith and surrounding communities in New South Wales, Australia.
  • C. Percy Military Hospital
    Percy Military Hospital is a major French military medical center located in Clamart, near Paris, known for treating high-profile national and international figures.
  • D. DeWitt Army Community Hospital
    DeWitt Army Community Hospital is a U.S. Army medical treatment facility located at Fort Belvoir in Virginia, providing healthcare services to military personnel, their families, and eligible beneficiaries.
  • E. Hospital Central Militar
    Hospital Central Militar is a major Mexican military hospital and medical complex located in Mexico City.
  • 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: Manning Base Hospital
Triple: [Taree, hasFacility, Manning Base Hospital]
Generated description
Manning Base Hospital is a major public regional hospital serving Taree and the surrounding Mid North Coast area of New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Manning Base Hospital
Target entity description: Manning Base Hospital is a major public regional hospital serving Taree and the surrounding Mid North Coast area of New South Wales, Australia.
  • A. Albury Base Hospital
    Albury Base Hospital is a major public healthcare facility serving the city of Albury and the surrounding region in New South Wales, Australia.
  • B. Griffith Base Hospital
    Griffith Base Hospital is a public regional hospital serving the healthcare needs of Griffith and surrounding communities in New South Wales, Australia.
  • C. Percy Military Hospital
    Percy Military Hospital is a major French military medical center located in Clamart, near Paris, known for treating high-profile national and international figures.
  • D. DeWitt Army Community Hospital
    DeWitt Army Community Hospital is a U.S. Army medical treatment facility located at Fort Belvoir in Virginia, providing healthcare services to military personnel, their families, and eligible beneficiaries.
  • E. Hospital Central Militar
    Hospital Central Militar is a major Mexican military hospital and medical complex located in Mexico City.
  • 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc99e1b548190aca9a0ba72a9b0f7 completed March 7, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf6634a48190af82eab6b9750323 completed March 9, 2026, 12:39 p.m.
NEDg Description generation batch_69aec2a3f4708190a6c51f28833174e3 completed March 9, 2026, 12:52 p.m.
NED2 Entity disambiguation (via description) batch_69aec3626a7081908f1ccef98e9b96be completed March 9, 2026, 12:56 p.m.
Created at: March 6, 2026, 9:43 p.m.