Triple

T17652818
Position Surface form Disambiguated ID Type / Status
Subject Atherton E429536 entity
Predicate hasFacility P105 FINISHED
Object Atherton Hospital
Atherton Hospital is a healthcare facility serving the medical needs of the Atherton community and surrounding area.
E1280671 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: Atherton Hospital | Statement: [Atherton, hasFacility, Atherton Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Atherton Hospital
Context triple: [Atherton, hasFacility, Atherton Hospital]
  • A. Heatherwood Hospital
    Heatherwood Hospital is an NHS hospital in England that provides a range of acute and elective healthcare services to the local community.
  • B. Frankston Hospital
    Frankston Hospital is a major public healthcare facility in Frankston, Victoria, Australia, providing a wide range of acute and specialist medical services to the surrounding region.
  • C. Daisy Hill Hospital
    Daisy Hill Hospital is a major acute care facility in Newry, Northern Ireland, providing a range of hospital services to the surrounding region.
  • D. Berkeley Vale Private Hospital
    Berkeley Vale Private Hospital is a private healthcare facility in Berkeley Vale, New South Wales, providing surgical, medical, and rehabilitation services to the local community.
  • E. Heywood Hospital
    Heywood Hospital is a community healthcare facility serving the medical needs of residents in and around Gardner, Massachusetts.
  • 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: Atherton Hospital
Triple: [Atherton, hasFacility, Atherton Hospital]
Generated description
Atherton Hospital is a healthcare facility serving the medical needs of the Atherton community and surrounding area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Atherton Hospital
Target entity description: Atherton Hospital is a healthcare facility serving the medical needs of the Atherton community and surrounding area.
  • A. Heatherwood Hospital
    Heatherwood Hospital is an NHS hospital in England that provides a range of acute and elective healthcare services to the local community.
  • B. Frankston Hospital
    Frankston Hospital is a major public healthcare facility in Frankston, Victoria, Australia, providing a wide range of acute and specialist medical services to the surrounding region.
  • C. Daisy Hill Hospital
    Daisy Hill Hospital is a major acute care facility in Newry, Northern Ireland, providing a range of hospital services to the surrounding region.
  • D. Berkeley Vale Private Hospital
    Berkeley Vale Private Hospital is a private healthcare facility in Berkeley Vale, New South Wales, providing surgical, medical, and rehabilitation services to the local community.
  • E. Heywood Hospital
    Heywood Hospital is a community healthcare facility serving the medical needs of residents in and around Gardner, Massachusetts.
  • 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_69d889e2c2608190b762e76d9b2262f1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46e3e0ae481908382570f802d8144 completed April 19, 2026, 5:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02165471208190801fd5118e483535 completed May 11, 2026, 5:48 p.m.
NEDg Description generation batch_6a021825b8e88190ba18669deba94cac completed May 11, 2026, 5:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0218d29b9481909c5e48774fc6f68c completed May 11, 2026, 5:58 p.m.
Created at: April 10, 2026, 6:05 a.m.