Triple
T12903336
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Work-Related Activity Group |
E308664
|
entity |
| Predicate | isAffectedByReform |
P48027
|
FINISHED |
| Object | rollout of Universal Credit and ESA changes |
—
|
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: rollout of Universal Credit and ESA changes | Statement: [Work-Related Activity Group, isAffectedByReform, rollout of Universal Credit and ESA changes]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isAffectedByReform Context triple: [Work-Related Activity Group, isAffectedByReform, rollout of Universal Credit and ESA changes]
-
A.
isPartOfReform
Indicates that an action, measure, or component belongs to, contributes to, or is included within a broader reform initiative or process.
-
B.
reformInfluencedBy
Indicates that a reform was shaped, guided, or significantly affected by another person, idea, event, or reform.
-
C.
replacedInReform
Indicates that one entity was substituted or superseded by another as part of a formal reform or restructuring process.
-
D.
subjectToReformBy
chosen
Indicates that an entity is undergoing or designated for changes, improvements, or restructuring carried out by another entity.
-
E.
reformsBy
Indicates that one entity initiates, implements, or is responsible for changes or improvements (reforms) affecting another entity.
- 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_69d7bdf92b588190acdf2a2291ac4590 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d971820e008190bf8bc7c392c8bcbb |
completed | April 10, 2026, 9:54 p.m. |
| PD | Predicate disambiguation | batch_69d96fa776648190b9b5c30722ea50b6 |
completed | April 10, 2026, 9:46 p.m. |
Created at: April 9, 2026, 5:40 p.m.