Triple
T28647482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Manchester School of economics |
E725100
|
entity |
| Predicate | viewOnWelfare |
P31288
|
FINISHED |
| Object | skeptical of state welfare provision |
—
|
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: skeptical of state welfare provision | Statement: [Manchester School of economics, viewOnWelfare, skeptical of state welfare provision]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: viewOnWelfare Context triple: [Manchester School of economics, viewOnWelfare, skeptical of state welfare provision]
-
A.
positionOnWelfare
chosen
Indicates a stance or viewpoint an entity holds regarding welfare policies or welfare-related issues.
-
B.
viewOnUnemployment
Indicates a stance, opinion, or perspective that an entity holds regarding unemployment.
-
C.
welfareProgram
Indicates that an entity is involved in, provides, or is covered by a government or organizational welfare assistance program.
-
D.
welfareConcern
Indicates that one entity has a concern, issue, or responsibility related to the welfare or well-being of another entity.
-
E.
welfareModel
Indicates a relationship where a system, policy, or framework defines how welfare or social support is structured, delivered, and governed for its beneficiaries.
- 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_69f01d8423888190bd2f4e52605bf261 |
completed | April 28, 2026, 2:37 a.m. |
| NER | Named-entity recognition | batch_69f71996e1a48190ac59a1d66d7c44e8 |
completed | May 3, 2026, 9:47 a.m. |
| PD | Predicate disambiguation | batch_69f71820c6c88190ab38b4fa626d22cc |
completed | May 3, 2026, 9:40 a.m. |
Created at: April 28, 2026, 4:49 a.m.