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.