Triple
T9538778
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Broxburn |
E230091
|
entity |
| Predicate | parliamentaryConstituencyUK |
P2710
|
FINISHED |
| Object | Livingston (UK Parliament constituency) |
E171578
|
NE FINISHED |
How this triple was built (2 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: Livingston (UK Parliament constituency) | Statement: [Broxburn, parliamentaryConstituencyUK, Livingston (UK Parliament constituency)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Livingston (UK Parliament constituency) Context triple: [Broxburn, parliamentaryConstituencyUK, Livingston (UK Parliament constituency)]
-
A.
Livingston (UK Parliament constituency)
chosen
Livingston (UK Parliament constituency) is a Scottish Westminster electoral area that sends a Member of Parliament to the UK House of Commons, primarily covering parts of West Lothian.
-
B.
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.
-
C.
Midlothian (UK Parliament constituency)
Midlothian (UK Parliament constituency) is a Scottish parliamentary seat represented in the UK House of Commons, covering part of the historic county of Midlothian south of Edinburgh.
-
D.
West Lothian (UK Parliament constituency)
West Lothian (UK Parliament constituency) was a former Scottish parliamentary constituency whose abolition and division, including the creation of Livingston, famously gave rise to the constitutional "West Lothian question" about devolution.
-
E.
East Lothian (UK Parliament constituency)
East Lothian (UK Parliament constituency) is a UK parliamentary seat in southeastern Scotland that covers a largely rural and coastal area east of Edinburgh, including towns such as Haddington and Musselburgh.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca847b1b3081908f72bc932c17cc41 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd98cfead8819089a8f47ea83500a4 |
completed | April 1, 2026, 10:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c5da5a081909d646c69d5de8e18 |
completed | April 4, 2026, 5:37 p.m. |
Created at: March 30, 2026, 8:01 p.m.