Triple
T9505794
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prestwick |
E229264
|
entity |
| Predicate | partOfScottishParliamentConstituency |
P2710
|
FINISHED |
| Object |
Ayr (Scottish Parliament constituency)
Ayr (Scottish Parliament constituency) is a Scottish Parliamentary electoral area in South Ayrshire that elects a Member of the Scottish Parliament to represent the town of Ayr and surrounding communities.
|
E803271
|
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: Ayr (Scottish Parliament constituency) | Statement: [Prestwick, partOfScottishParliamentConstituency, Ayr (Scottish Parliament constituency)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ayr (Scottish Parliament constituency) Context triple: [Prestwick, partOfScottishParliamentConstituency, Ayr (Scottish Parliament constituency)]
-
A.
South Ayrshire (UK Parliament constituency)
South Ayrshire was a former UK Parliament constituency in Scotland that elected one Member of Parliament to the House of Commons until its abolition and replacement by newer constituencies such as Kilmarnock and Loudoun.
-
B.
East Lothian (Scottish Parliament constituency)
East Lothian (Scottish Parliament constituency) is a Scottish Parliamentary electoral area in the east of Scotland that covers much of the historic county of East Lothian, including towns such as Tranent.
-
C.
Moray (Scottish Parliament constituency)
Moray (Scottish Parliament constituency) is a Scottish parliamentary electoral area that covers the Moray region in northeastern Scotland and elects one Member of the Scottish Parliament (MSP) by the first past the post system.
-
D.
Perth (Scottish Parliament constituency)
Perth (Scottish Parliament constituency) was a former electoral constituency of the Scottish Parliament that represented the city of Perth and surrounding areas before being replaced in a boundary reorganization.
-
E.
Waverley parliamentary constituency
Waverley parliamentary constituency is a UK parliamentary seat in Surrey that includes towns such as Godalming and surrounding rural areas, represented in the House of Commons.
- 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: Ayr (Scottish Parliament constituency) Triple: [Prestwick, partOfScottishParliamentConstituency, Ayr (Scottish Parliament constituency)]
Generated description
Ayr (Scottish Parliament constituency) is a Scottish Parliamentary electoral area in South Ayrshire that elects a Member of the Scottish Parliament to represent the town of Ayr and surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ayr (Scottish Parliament constituency) Target entity description: Ayr (Scottish Parliament constituency) is a Scottish Parliamentary electoral area in South Ayrshire that elects a Member of the Scottish Parliament to represent the town of Ayr and surrounding communities.
-
A.
South Ayrshire (UK Parliament constituency)
South Ayrshire was a former UK Parliament constituency in Scotland that elected one Member of Parliament to the House of Commons until its abolition and replacement by newer constituencies such as Kilmarnock and Loudoun.
-
B.
East Lothian (Scottish Parliament constituency)
East Lothian (Scottish Parliament constituency) is a Scottish Parliamentary electoral area in the east of Scotland that covers much of the historic county of East Lothian, including towns such as Tranent.
-
C.
Moray (Scottish Parliament constituency)
Moray (Scottish Parliament constituency) is a Scottish parliamentary electoral area that covers the Moray region in northeastern Scotland and elects one Member of the Scottish Parliament (MSP) by the first past the post system.
-
D.
Perth (Scottish Parliament constituency)
Perth (Scottish Parliament constituency) was a former electoral constituency of the Scottish Parliament that represented the city of Perth and surrounding areas before being replaced in a boundary reorganization.
-
E.
Waverley parliamentary constituency
Waverley parliamentary constituency is a UK parliamentary seat in Surrey that includes towns such as Godalming and surrounding rural areas, represented in the House of Commons.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: partOfScottishParliamentConstituency Context triple: [Prestwick, partOfScottishParliamentConstituency, Ayr (Scottish Parliament constituency)]
-
A.
scottishParliamentConstituency
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.
hasConstituencyMSPs
Indicates that a political body or region is represented by specific Members of the Scottish Parliament (MSPs) elected from constituencies.
-
D.
parliamentaryConstituency
chosen
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.
-
E.
parliamentaryConstituencyRepresented
Indicates the relationship in which a person or entity serves as the elected representative for a specific parliamentary constituency.
- 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_69ca847611c48190a28c028644198c75 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9852b7e48190a8f69cbde10d2858 |
completed | April 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d13a1de2d88190a6a10379d2297510 |
completed | April 4, 2026, 4:19 p.m. |
| NEDg | Description generation | batch_69d13ad61c6c8190baad9c4f166ca1ae |
completed | April 4, 2026, 4:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d13b4a7b808190badf83c88fb06b82 |
completed | April 4, 2026, 4:24 p.m. |
| PD | Predicate disambiguation | batch_69cca567ca448190bf4bcce8ce7dd54f |
completed | April 1, 2026, 4:56 a.m. |
Created at: March 30, 2026, 7:57 p.m.