Triple

T9647821
Position Surface form Disambiguated ID Type / Status
Subject Larbert E233250 entity
Predicate hasFacility P105 FINISHED
Object Forth Valley Royal Hospital
Forth Valley Royal Hospital is a major acute care hospital in central Scotland, serving the Forth Valley region with a wide range of specialist and emergency medical services.
 E811732 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: Forth Valley Royal Hospital | Statement: [Larbert, hasFacility, Forth Valley Royal Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Forth Valley Royal Hospital
Context triple: [Larbert, hasFacility, Forth Valley Royal Hospital]
  • A. Dumfries and Galloway Royal Infirmary
    Dumfries and Galloway Royal Infirmary is a major acute general hospital serving the Dumfries and Galloway region in southwest Scotland.
  • B. Stracathro Hospital
    Stracathro Hospital is a healthcare facility in Angus, Scotland, providing a range of acute and elective services as part of the NHS system.
  • C. Scone Hospital
    Scone Hospital is a regional healthcare facility serving the medical needs of the community in and around Scone, New South Wales, Australia.
  • D. Queen Margaret Hospital, Dunfermline
    Queen Margaret Hospital in Dunfermline is a major NHS healthcare facility in Fife, Scotland, providing a range of acute and community medical services to the local population.
  • E. Perth Royal Infirmary
    Perth Royal Infirmary is a major general hospital in Perth, Scotland, providing a wide range of acute and specialist healthcare services to the surrounding region.
  • 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: Forth Valley Royal Hospital
Triple: [Larbert, hasFacility, Forth Valley Royal Hospital]
Generated description
Forth Valley Royal Hospital is a major acute care hospital in central Scotland, serving the Forth Valley region with a wide range of specialist and emergency medical services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Forth Valley Royal Hospital
Target entity description: Forth Valley Royal Hospital is a major acute care hospital in central Scotland, serving the Forth Valley region with a wide range of specialist and emergency medical services.
  • A. Dumfries and Galloway Royal Infirmary
    Dumfries and Galloway Royal Infirmary is a major acute general hospital serving the Dumfries and Galloway region in southwest Scotland.
  • B. Stracathro Hospital
    Stracathro Hospital is a healthcare facility in Angus, Scotland, providing a range of acute and elective services as part of the NHS system.
  • C. Scone Hospital
    Scone Hospital is a regional healthcare facility serving the medical needs of the community in and around Scone, New South Wales, Australia.
  • D. Queen Margaret Hospital, Dunfermline
    Queen Margaret Hospital in Dunfermline is a major NHS healthcare facility in Fife, Scotland, providing a range of acute and community medical services to the local population.
  • E. Perth Royal Infirmary
    Perth Royal Infirmary is a major general hospital in Perth, Scotland, providing a wide range of acute and specialist healthcare services to the surrounding region.
  • 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_69ca848b31648190b57aa55da20285be completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9b826ff08190a972bdef84405f08 completed April 1, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1825dc8e08190bfc3475cd2e694ba completed April 4, 2026, 9:27 p.m.
NEDg Description generation batch_69d1837ec5548190a06458227fec2237 completed April 4, 2026, 9:32 p.m.
NED2 Entity disambiguation (via description) batch_69d183ea286c8190979d1429729f8abd completed April 4, 2026, 9:34 p.m.
Created at: March 30, 2026, 8:13 p.m.