Triple
T3459811
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cabinet Secretary for Transport or Infrastructure |
E72995
|
entity |
| Predicate | positionHeldInThePastAs |
P42708
|
FINISHED |
| Object | Cabinet Secretary for Infrastructure, Investment and Cities |
E187676
|
NE FINISHED |
How this triple was built (3 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: Cabinet Secretary for Infrastructure, Investment and Cities | Statement: [Cabinet Secretary for Transport or Infrastructure, positionHeldInThePastAs, Cabinet Secretary for Infrastructure, Investment and Cities]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cabinet Secretary for Infrastructure, Investment and Cities Context triple: [Cabinet Secretary for Transport or Infrastructure, positionHeldInThePastAs, Cabinet Secretary for Infrastructure, Investment and Cities]
-
A.
Cabinet Secretary for Infrastructure, Investment and Cities
chosen
The Cabinet Secretary for Infrastructure, Investment and Cities was a senior Scottish Government ministerial post responsible for overseeing national infrastructure, economic investment, and urban development policy.
-
B.
Minister of Infrastructure and Housing
The Minister of Infrastructure and Housing is a senior Portuguese government cabinet position responsible for national transport networks, public works, and housing policy.
-
C.
Secretary of State for Levelling Up, Housing and Communities
The Secretary of State for Levelling Up, Housing and Communities is a senior UK government minister responsible for regional development, housing policy, local government, and efforts to reduce geographic inequality across the country.
-
D.
Secretary of State for Transport
The Secretary of State for Transport is the UK government cabinet minister responsible for national transport policy, infrastructure, and regulation.
-
E.
Minister for Infrastructure (Northern Ireland)
The Minister for Infrastructure (Northern Ireland) is the Northern Ireland Executive’s cabinet-level office responsible for regional transport, water, planning, and other key infrastructure services.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: positionHeldInThePastAs Context triple: [Cabinet Secretary for Transport or Infrastructure, positionHeldInThePastAs, Cabinet Secretary for Infrastructure, Investment and Cities]
-
A.
officePreviouslyHeldBy
Indicates that a particular office or position was formerly occupied by a specified person or entity.
-
B.
positionHeld
Indicates that an entity occupies or has occupied a specific role, job, office, or position within an organization or context.
-
C.
heldJudicialPositionIn
Indicates that an entity served in an official judicial role or office within a specified jurisdiction or court.
-
D.
mayHavePriorRole
Indicates that an entity is allowed or expected to have held a specified role at some earlier time.
-
E.
officeHoldersAlsoHeldPosition
chosen
Indicates that an individual who holds one office or position has also held another specified office or position (at some time, possibly earlier or later).
- F. None of above.
Provenance (4 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_69ad85b224d481908ff8be51338d24ff |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbae5ff848190880fa416a123bc4a |
completed | March 8, 2026, 6:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3680170e081909c0d3a39a741280d |
completed | March 13, 2026, 1:27 a.m. |
| PD | Predicate disambiguation | batch_69adae041d588190a84a02bca94adec8 |
completed | March 8, 2026, 5:12 p.m. |
Created at: March 8, 2026, 3:17 p.m.