Triple

T6211653
Position Surface form Disambiguated ID Type / Status
Subject Stirling council area E138882 entity
Predicate ScottishParliamentConstituency P20712 FINISHED
Object Stirling (Scottish Parliament constituency)
Stirling (Scottish Parliament constituency) is a Holyrood electoral area in central Scotland that covers the city of Stirling and surrounding parts of the Stirling council area, electing one Member of the Scottish Parliament by first-past-the-post.
E134322 NE FINISHED

How this triple was built (5 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: Stirling (Scottish Parliament constituency) | Statement: [Stirling council area, ScottishParliamentConstituency, Stirling (Scottish Parliament constituency)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stirling (Scottish Parliament constituency)
Context triple: [Stirling council area, ScottishParliamentConstituency, Stirling (Scottish Parliament constituency)]
  • A. Stirling (UK Parliament constituency)
    Stirling (UK Parliament constituency) is a Scottish electoral area represented in the UK House of Commons, centered on the city of Stirling and its surrounding rural and suburban communities.
  • B. Stirling Burghs (shared burgh constituency)
    Stirling Burghs (shared burgh constituency) was a former Scottish parliamentary burgh constituency that grouped the town of Stirling with other burghs for representation in the UK Parliament.
  • C. Stirling Council
    Stirling Council is the local government authority responsible for administering public services and local governance across the Stirling area in central Scotland.
  • D. Scottish Parliament constituency of Falkirk East
    The Scottish Parliament constituency of Falkirk East is a legislative electoral area in central Scotland that returns a Member of the Scottish Parliament (MSP) to represent communities in and around the eastern part of Falkirk.
  • E. Linlithgow (Scottish Parliament constituency)
    Linlithgow is a Scottish Parliament constituency in the Lothian region, centered on the historic town of Linlithgow and covering part of West Lothian.
  • 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: Stirling (Scottish Parliament constituency)
Triple: [Stirling council area, ScottishParliamentConstituency, Stirling (Scottish Parliament constituency)]
Generated description
Stirling (Scottish Parliament constituency) is a Holyrood electoral area in central Scotland that covers the city of Stirling and surrounding parts of the Stirling council area, electing one Member of the Scottish Parliament by first-past-the-post.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stirling (Scottish Parliament constituency)
Target entity description: Stirling (Scottish Parliament constituency) is a Holyrood electoral area in central Scotland that covers the city of Stirling and surrounding parts of the Stirling council area, electing one Member of the Scottish Parliament by first-past-the-post.
  • A. Stirling (UK Parliament constituency) chosen
    Stirling (UK Parliament constituency) is a Scottish electoral area represented in the UK House of Commons, centered on the city of Stirling and its surrounding rural and suburban communities.
  • B. Stirling Burghs (shared burgh constituency)
    Stirling Burghs (shared burgh constituency) was a former Scottish parliamentary burgh constituency that grouped the town of Stirling with other burghs for representation in the UK Parliament.
  • C. Stirling Council
    Stirling Council is the local government authority responsible for administering public services and local governance across the Stirling area in central Scotland.
  • D. Scottish Parliament constituency of Falkirk East
    The Scottish Parliament constituency of Falkirk East is a legislative electoral area in central Scotland that returns a Member of the Scottish Parliament (MSP) to represent communities in and around the eastern part of Falkirk.
  • E. Linlithgow (Scottish Parliament constituency)
    Linlithgow is a Scottish Parliament constituency in the Lothian region, centered on the historic town of Linlithgow and covering part of West Lothian.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: ScottishParliamentConstituency
Context triple: [Stirling council area, ScottishParliamentConstituency, Stirling (Scottish Parliament constituency)]
  • A. scottishParliamentConstituency chosen
    Indicates that an entity is a constituency represented in the Scottish Parliament.
  • B. mapsToScottishParliamentRegion
    Indicates that one entity is assigned or corresponds to a specific Scottish Parliament electoral region.
  • C. parliamentaryConstituency
    Indicates that one entity serves as the parliamentary constituency to which the other entity (such as a place or representative) is formally linked or assigned.
  • D. hasConstituencyMSPs
    Indicates that a political body or region is represented by specific Members of the Scottish Parliament (MSPs) elected from constituencies.
  • E. constituency
    Indicates that one entity functions as a constituent or component part within the structural or organizational makeup of another entity.
  • F. None of above.

Provenance (6 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_69c008ada364819096c9e92c74d639b5 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0628adccc8190b94f5c2c1d5d03f7 completed March 22, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20da55e3c81909a61471b38e88894 completed March 24, 2026, 4:05 a.m.
NEDg Description generation batch_69c2138258c88190a953345a34ba70ed completed March 24, 2026, 4:30 a.m.
NED2 Entity disambiguation (via description) batch_69c21434d18c81909b5921db80090e8e completed March 24, 2026, 4:33 a.m.
PD Predicate disambiguation batch_69c055fdea3c81908f5d910f0d36234a completed March 22, 2026, 8:50 p.m.
Created at: March 22, 2026, 4:21 p.m.