Triple
T1165529
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stirling |
E24589
|
entity |
| Predicate | scottishParliamentConstituency |
P20712
|
FINISHED |
| Object |
Stirling (Scottish Parliament constituency)
Stirling (Scottish Parliament constituency) is a Holyrood electoral area in central Scotland that elects one Member of the Scottish Parliament to represent the Stirling region.
|
E134322
|
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: Stirling (Scottish Parliament constituency) | Statement: [Stirling, 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, 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.
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.
-
C.
Glasgow Central
Glasgow Central is the main intercity railway terminus in Glasgow, Scotland, and one of the busiest rail hubs in the United Kingdom.
-
D.
Scottish Parliament
The Scottish Parliament is the devolved national legislature of Scotland, responsible for making laws and scrutinizing the Scottish Government on a range of domestic issues.
-
E.
Dundee East
Dundee East is a UK parliamentary constituency in eastern Scotland that includes parts of the city of Dundee and surrounding areas such as Carnoustie.
- 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, scottishParliamentConstituency, Stirling (Scottish Parliament constituency)]
Generated description
Stirling (Scottish Parliament constituency) is a Holyrood electoral area in central Scotland that elects one Member of the Scottish Parliament to represent the Stirling region.
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 elects one Member of the Scottish Parliament to represent the Stirling region.
-
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.
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.
-
C.
Glasgow Central
Glasgow Central is the main intercity railway terminus in Glasgow, Scotland, and one of the busiest rail hubs in the United Kingdom.
-
D.
Scottish Parliament
The Scottish Parliament is the devolved national legislature of Scotland, responsible for making laws and scrutinizing the Scottish Government on a range of domestic issues.
-
E.
Dundee East
Dundee East is a UK parliamentary constituency in eastern Scotland that includes parts of the city of Dundee and surrounding areas such as Carnoustie.
- F. None of above.
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_69a494060e148190abb42f971242c197 |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bccc62a88190882d8801908015a4 |
completed | March 1, 2026, 10:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac6f17aa608190920b7df62b8dd903 |
completed | March 7, 2026, 6:31 p.m. |
| NEDg | Description generation | batch_69ac6fc5442c8190a5d824881f05d468 |
completed | March 7, 2026, 6:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac7026dda48190a72f671dba9ac17b |
completed | March 7, 2026, 6:36 p.m. |
Created at: March 1, 2026, 7:45 p.m.