Triple
T14459558
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scottish Government taxation strategy |
E358544
|
entity |
| Predicate | engagesStakeholders |
P60132
|
FINISHED |
| Object | Scottish taxpayers |
—
|
LITERAL 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: Scottish taxpayers | Statement: [Scottish Government taxation strategy, engagesStakeholders, Scottish taxpayers]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: engagesStakeholders Context triple: [Scottish Government taxation strategy, engagesStakeholders, Scottish taxpayers]
-
A.
seeksEngagementWith
chosen
Indicates an entity’s active effort or intention to initiate or maintain interaction, involvement, or responsive connection with another entity.
-
B.
engagementOf
Indicates a relationship where an engagement, commitment, or formal involvement is associated with or attributed to a specific entity.
-
C.
hasStakeholder
Indicates that an entity is a stakeholder of another entity, typically having an interest, involvement, or influence in its activities or outcomes.
-
D.
engagementTo
Indicates a formal promise or commitment between two entities to enter into a future partnership or binding relationship.
-
E.
includesEngagement
Indicates that one entity incorporates or involves another entity in an engagement, interaction, or participatory activity.
- F. None of above.
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_69d82794dfa081909b9134ad2e32244b |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de91aabebc819097eb61b2d81c9a91 |
completed | April 14, 2026, 7:12 p.m. |
| PD | Predicate disambiguation | batch_69de5c42bd3c81909a62acf30cc24d1e |
completed | April 14, 2026, 3:24 p.m. |
Created at: April 10, 2026, 1:19 a.m.