Triple

T14009374
Position Surface form Disambiguated ID Type / Status
Subject Liverpool, New South Wales E337036 entity
Predicate hasHospital P105 FINISHED
Object Liverpool Hospital
Liverpool Hospital is a major public teaching and referral hospital in south-western Sydney, Australia, providing a wide range of acute and specialist healthcare services.
 E1073843 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: Liverpool Hospital | Statement: [Liverpool, New South Wales, hasHospital, Liverpool Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liverpool Hospital
Context triple: [Liverpool, New South Wales, hasHospital, Liverpool Hospital]
  • A. Liverpool Royal Infirmary
    Liverpool Royal Infirmary was a major Victorian-era hospital in Liverpool, England, renowned for its distinctive red-brick Gothic Revival design by architect Alfred Waterhouse.
  • B. Goodmayes Hospital
    Goodmayes Hospital is a mental health and community services hospital in the London Borough of Redbridge, England.
  • C. Portland Hospital, London
    Portland Hospital in London is a private maternity and gynecology hospital known for serving high-profile and royal patients.
  • D. St John’s Hospital
    St John’s Hospital is a healthcare facility serving the town of Howden and its surrounding area.
  • E. St John’s Hospital
    St John’s Hospital is a major acute general hospital serving Livingston and the wider West Lothian area in Scotland.
  • 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: Liverpool Hospital
Triple: [Liverpool, New South Wales, hasHospital, Liverpool Hospital]
Generated description
Liverpool Hospital is a major public teaching and referral hospital in south-western Sydney, Australia, providing a wide range of acute and specialist healthcare services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liverpool Hospital
Target entity description: Liverpool Hospital is a major public teaching and referral hospital in south-western Sydney, Australia, providing a wide range of acute and specialist healthcare services.
  • A. Liverpool Royal Infirmary
    Liverpool Royal Infirmary was a major Victorian-era hospital in Liverpool, England, renowned for its distinctive red-brick Gothic Revival design by architect Alfred Waterhouse.
  • B. Goodmayes Hospital
    Goodmayes Hospital is a mental health and community services hospital in the London Borough of Redbridge, England.
  • C. Portland Hospital, London
    Portland Hospital in London is a private maternity and gynecology hospital known for serving high-profile and royal patients.
  • D. St John’s Hospital
    St John’s Hospital is a healthcare facility serving the town of Howden and its surrounding area.
  • E. St John’s Hospital
    St John’s Hospital is a major acute general hospital serving Livingston and the wider West Lothian area in Scotland.
  • 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ed44f90819099ad08c09c066b56 completed April 14, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbaca7bbd88190a377d3b74f3d6224 completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbae6691b48190a0affc662cbb2d4e completed May 6, 2026, 9:11 p.m.
NED2 Entity disambiguation (via description) batch_69fbaf702c94819095347e2599ae9931 completed May 6, 2026, 9:15 p.m.
Created at: April 9, 2026, 10:19 p.m.