Triple
T951762
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neath Port Talbot |
E20536
|
entity |
| Predicate | hasElectoralWard |
P962
|
FINISHED |
| Object |
Neath South
Neath South is an electoral ward within the county borough of Neath Port Talbot in South Wales, represented on the local council.
|
E124434
|
NE FINISHED |
How this triple was built (4 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: Neath South | Statement: [Neath Port Talbot, hasElectoralWard, Neath South]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neath South Context triple: [Neath Port Talbot, hasElectoralWard, Neath South]
-
A.
Neath North
Neath North is an electoral ward within the county borough of Neath Port Talbot in South Wales, represented on the local council.
-
B.
Neath Port Talbot
Neath Port Talbot is a county borough in south Wales known for its industrial heritage, coastal landscapes, and the town of Neath.
-
C.
Neath College
Neath College is a further education institution in Neath Port Talbot, Wales, offering a range of academic and vocational courses to post-16 learners.
-
D.
Pontypridd
Pontypridd is a historic town and community in Rhondda Cynon Taf, South Wales, known for its industrial heritage and role as a gateway to the South Wales Valleys.
-
E.
Bridgend
Bridgend is a town and county borough in South Wales, situated roughly midway between Cardiff and Swansea and known historically for its market and industrial heritage.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Neath South Triple: [Neath Port Talbot, hasElectoralWard, Neath South]
Generated description
Neath South is an electoral ward within the county borough of Neath Port Talbot in South Wales, represented on the local council.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neath South Target entity description: Neath South is an electoral ward within the county borough of Neath Port Talbot in South Wales, represented on the local council.
-
A.
Neath North
Neath North is an electoral ward within the county borough of Neath Port Talbot in South Wales, represented on the local council.
-
B.
Neath Port Talbot
Neath Port Talbot is a county borough in south Wales known for its industrial heritage, coastal landscapes, and the town of Neath.
-
C.
Neath College
Neath College is a further education institution in Neath Port Talbot, Wales, offering a range of academic and vocational courses to post-16 learners.
-
D.
Pontypridd
Pontypridd is a historic town and community in Rhondda Cynon Taf, South Wales, known for its industrial heritage and role as a gateway to the South Wales Valleys.
-
E.
Bridgend
Bridgend is a town and county borough in South Wales, situated roughly midway between Cardiff and Swansea and known historically for its market and industrial heritage.
- F. None of above. chosen
Provenance (5 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_69a493b0f2fc81908cd227480a5356a1 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b3d757d08190a475cf47febd05ae |
completed | March 1, 2026, 9:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac4287830c819095ffc30fc03a7461 |
completed | March 7, 2026, 3:21 p.m. |
| NEDg | Description generation | batch_69ac4484f46481909fb4a97996404332 |
completed | March 7, 2026, 3:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac44f54084819084b0e80f423924fa |
completed | March 7, 2026, 3:32 p.m. |
Created at: March 1, 2026, 7:40 p.m.