Triple
T13080702
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Balloch |
E310193
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Clydebank and Milngavie (Scottish Parliament constituency)
Clydebank and Milngavie is a constituency of the Scottish Parliament covering parts of West Dunbartonshire and East Dunbartonshire, represented by a Member of the Scottish Parliament (MSP) elected by first-past-the-post.
|
E1020588
|
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: Clydebank and Milngavie (Scottish Parliament constituency) | Statement: [Balloch, partOf, Clydebank and Milngavie (Scottish Parliament constituency)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clydebank and Milngavie (Scottish Parliament constituency) Context triple: [Balloch, partOf, Clydebank and Milngavie (Scottish Parliament constituency)]
-
A.
Clydesdale (Scottish Parliament constituency)
Clydesdale is a Scottish Parliament constituency in South Lanarkshire that elects a Member of the Scottish Parliament (MSP) to represent its largely rural communities.
-
B.
Greenock and Inverclyde (Scottish Parliament constituency)
Greenock and Inverclyde is a constituency of the Scottish Parliament covering the town of Greenock and surrounding areas in the Inverclyde council region, represented by a Member of the Scottish Parliament (MSP).
-
C.
Inverclyde (UK Parliament constituency)
Inverclyde (UK Parliament constituency) is a Scottish Westminster constituency centered on the town of Greenock, covering parts of the Inverclyde council area on the lower River Clyde.
-
D.
Kincardine and Deeside (Scottish Parliament constituency)
Kincardine and Deeside was a former constituency of the Scottish Parliament that represented part of northeast Scotland, including areas around Kincardine and Deeside, before being replaced in a boundary reorganization.
-
E.
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.
- 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: Clydebank and Milngavie (Scottish Parliament constituency) Triple: [Balloch, partOf, Clydebank and Milngavie (Scottish Parliament constituency)]
Generated description
Clydebank and Milngavie is a constituency of the Scottish Parliament covering parts of West Dunbartonshire and East Dunbartonshire, represented by a Member of the Scottish Parliament (MSP) elected by first-past-the-post.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Clydebank and Milngavie (Scottish Parliament constituency) Target entity description: Clydebank and Milngavie is a constituency of the Scottish Parliament covering parts of West Dunbartonshire and East Dunbartonshire, represented by a Member of the Scottish Parliament (MSP) elected by first-past-the-post.
-
A.
Clydesdale (Scottish Parliament constituency)
Clydesdale is a Scottish Parliament constituency in South Lanarkshire that elects a Member of the Scottish Parliament (MSP) to represent its largely rural communities.
-
B.
Greenock and Inverclyde (Scottish Parliament constituency)
Greenock and Inverclyde is a constituency of the Scottish Parliament covering the town of Greenock and surrounding areas in the Inverclyde council region, represented by a Member of the Scottish Parliament (MSP).
-
C.
Inverclyde (UK Parliament constituency)
Inverclyde (UK Parliament constituency) is a Scottish Westminster constituency centered on the town of Greenock, covering parts of the Inverclyde council area on the lower River Clyde.
-
D.
Kincardine and Deeside (Scottish Parliament constituency)
Kincardine and Deeside was a former constituency of the Scottish Parliament that represented part of northeast Scotland, including areas around Kincardine and Deeside, before being replaced in a boundary reorganization.
-
E.
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.
- 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_69d806a733548190989cfd4ce981ca33 |
completed | April 9, 2026, 8:05 p.m. |
| NER | Named-entity recognition | batch_69d98119cb7081908b78ffe83ec99851 |
completed | April 10, 2026, 11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d60c603881909dff49f4356042b5 |
completed | May 3, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69f6d86562f88190afd1fe49c4632e09 |
completed | May 3, 2026, 5:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6d9486d748190bc5e2927bc36993e |
completed | May 3, 2026, 5:12 a.m. |
Created at: April 9, 2026, 9:01 p.m.