Triple

T7078012
Position Surface form Disambiguated ID Type / Status
Subject Forth Valley E164869 entity
Predicate hasHealthcareProvider P40116 FINISHED
Object NHS Forth Valley
NHS Forth Valley is a regional health board in Scotland responsible for providing National Health Service care and services to the Forth Valley area, including Stirling, Falkirk, and Clackmannanshire.
 E640924 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: NHS Forth Valley | Statement: [Forth Valley, hasHealthcareProvider, NHS Forth Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NHS Forth Valley
Context triple: [Forth Valley, hasHealthcareProvider, NHS Forth Valley]
  • A. NHS Ayrshire and Arran
    NHS Ayrshire and Arran is the regional health board responsible for providing National Health Service healthcare services across the Ayrshire and Arran area of southwest Scotland.
  • B. NHS Lothian
    NHS Lothian is a major regional division of Scotland’s National Health Service responsible for providing healthcare services to the population of Edinburgh and the surrounding Lothian area.
  • C. NHS Fife
    NHS Fife is the regional division of Scotland’s National Health Service responsible for providing and managing healthcare services across the Fife area.
  • D. NHS Grampian
    NHS Grampian is the regional health board responsible for providing National Health Service healthcare services across the Grampian area of northeast Scotland, including Aberdeen and surrounding communities.
  • E. NHS Tayside
    NHS Tayside is a regional division of Scotland’s National Health Service responsible for providing healthcare services across the Tayside area, including Dundee and its surrounding communities.
  • 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: NHS Forth Valley
Triple: [Forth Valley, hasHealthcareProvider, NHS Forth Valley]
Generated description
NHS Forth Valley is a regional health board in Scotland responsible for providing National Health Service care and services to the Forth Valley area, including Stirling, Falkirk, and Clackmannanshire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NHS Forth Valley
Target entity description: NHS Forth Valley is a regional health board in Scotland responsible for providing National Health Service care and services to the Forth Valley area, including Stirling, Falkirk, and Clackmannanshire.
  • A. NHS Ayrshire and Arran
    NHS Ayrshire and Arran is the regional health board responsible for providing National Health Service healthcare services across the Ayrshire and Arran area of southwest Scotland.
  • B. NHS Lothian
    NHS Lothian is a major regional division of Scotland’s National Health Service responsible for providing healthcare services to the population of Edinburgh and the surrounding Lothian area.
  • C. NHS Fife
    NHS Fife is the regional division of Scotland’s National Health Service responsible for providing and managing healthcare services across the Fife area.
  • D. NHS Grampian
    NHS Grampian is the regional health board responsible for providing National Health Service healthcare services across the Grampian area of northeast Scotland, including Aberdeen and surrounding communities.
  • E. NHS Tayside
    NHS Tayside is a regional division of Scotland’s National Health Service responsible for providing healthcare services across the Tayside area, including Dundee and its surrounding communities.
  • 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_69c6887cbc6c8190bdfac42d940f4d8a completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4ee29288190a9a3fa7a6c713d8f completed March 27, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7946dbf048190a6307fefeb1dd6a9 completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c7955aefdc8190ab38d93097502ec1 completed March 28, 2026, 8:46 a.m.
NED2 Entity disambiguation (via description) batch_69c795beba2c8190983f871c42f9b72e completed March 28, 2026, 8:47 a.m.
Created at: March 27, 2026, 2:40 p.m.