Triple
T14726532
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheltenham (UK Parliament constituency) |
E345958
|
entity |
| Predicate | electorateSocioeconomicProfile |
P16232
|
FINISHED |
| Object | predominantly middle-class |
—
|
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: predominantly middle-class | Statement: [Cheltenham (UK Parliament constituency), electorateSocioeconomicProfile, predominantly middle-class]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: electorateSocioeconomicProfile Context triple: [Cheltenham (UK Parliament constituency), electorateSocioeconomicProfile, predominantly middle-class]
-
A.
electorateCharacteristics
chosen
Indicates the defining demographic, social, or political attributes that characterize a particular electorate.
-
B.
hasElectorateProfile
Indicates that an entity is associated with a specific electorate-related profile describing its voting or demographic characteristics.
-
C.
electorateApprox
Indicates an approximate or estimated size or value of an electorate associated with an entity.
-
D.
electorateCategory
Indicates the classification of an electorate or voter group into a specific category based on defined electoral or demographic criteria.
-
E.
electorateLevel
Indicates the degree or tier of political constituency or voting body at which a decision, representation, or electoral process is defined or applied.
- 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_69d822e5911c8190ba589f957dbd9ba7 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec26013c8819090512f8b4df9cc87 |
completed | April 14, 2026, 10:40 p.m. |
| PD | Predicate disambiguation | batch_69de657e174481909da0437556334a04 |
completed | April 14, 2026, 4:04 p.m. |
Created at: April 10, 2026, 1:29 a.m.