Triple
T38017679
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Housing Benefit (for most new working-age claimants) |
E948539
|
entity |
| Predicate | policyTrend |
P39078
|
FINISHED |
| Object | replacement by single integrated benefit (Universal Credit) |
—
|
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: replacement by single integrated benefit (Universal Credit) | Statement: [Housing Benefit (for most new working-age claimants), policyTrend, replacement by single integrated benefit (Universal Credit)]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: policyTrend Context triple: [Housing Benefit (for most new working-age claimants), policyTrend, replacement by single integrated benefit (Universal Credit)]
-
A.
policyTopic
Indicates that one entity is about, concerned with, or categorized under a particular policy-related subject or theme.
-
B.
trends
chosen
Indicates that one entity exhibits a general direction of change or development over time in relation to another reference or context.
-
C.
currentPoliticalTrend
Indicates the prevailing direction or pattern of political attitudes, behaviors, or power dynamics at a given time.
-
D.
policyCategory
Indicates the classification or type of policy under which an item, rule, or action is grouped.
-
E.
policyPillar
Indicates that something (such as a program, measure, or objective) belongs to, supports, or is categorized under a particular policy pillar within a broader policy framework.
- 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_69f76efc10448190aff5fb566b98f952 |
completed | May 3, 2026, 3:51 p.m. |
| NER | Named-entity recognition | batch_69fd2a215d6c8190a1a428ccaee603f1 |
completed | May 8, 2026, 12:11 a.m. |
| PD | Predicate disambiguation | batch_69fd28ef19688190bb8370f2812a43e7 |
completed | May 8, 2026, 12:06 a.m. |
Created at: May 3, 2026, 4:20 p.m.