Triple
T951758
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neath Port Talbot |
E20536
|
entity |
| Predicate | hasElectoralWard |
P962
|
FINISHED |
| Object |
Gwynfi
Gwynfi is a small village and community in the Afan Valley of South Wales, historically associated with coal mining and now part of the Neath Port Talbot county borough.
|
E128905
|
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: Gwynfi | Statement: [Neath Port Talbot, hasElectoralWard, Gwynfi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gwynfi Context triple: [Neath Port Talbot, hasElectoralWard, Gwynfi]
-
A.
Rhos
Rhos is a village in Neath Port Talbot, Wales, known for its residential character within the Swansea Valley region.
-
B.
Gwaun-Cae-Gurwen
Gwaun-Cae-Gurwen is a village in South Wales known historically for its coal mining and close-knit community.
-
C.
Meirionnydd
Meirionnydd is a historic region in northwest Wales known for its rugged landscapes, Welsh-speaking communities, and inclusion of parts of Snowdonia.
-
D.
Cynwyd
Cynwyd is a suburban neighborhood in Lower Merion Township, Pennsylvania, known as the endpoint of SEPTA’s Cynwyd regional rail line and part of the Bala Cynwyd community just outside Philadelphia.
-
E.
Onllwyn
Onllwyn is a former coal-mining village in South Wales, known for its industrial heritage and location within the county borough of Neath Port Talbot.
- 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: Gwynfi Triple: [Neath Port Talbot, hasElectoralWard, Gwynfi]
Generated description
Gwynfi is a small village and community in the Afan Valley of South Wales, historically associated with coal mining and now part of the Neath Port Talbot county borough.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gwynfi Target entity description: Gwynfi is a small village and community in the Afan Valley of South Wales, historically associated with coal mining and now part of the Neath Port Talbot county borough.
-
A.
Rhos
Rhos is a village in Neath Port Talbot, Wales, known for its residential character within the Swansea Valley region.
-
B.
Gwaun-Cae-Gurwen
Gwaun-Cae-Gurwen is a village in South Wales known historically for its coal mining and close-knit community.
-
C.
Meirionnydd
Meirionnydd is a historic region in northwest Wales known for its rugged landscapes, Welsh-speaking communities, and inclusion of parts of Snowdonia.
-
D.
Cynwyd
Cynwyd is a suburban neighborhood in Lower Merion Township, Pennsylvania, known as the endpoint of SEPTA’s Cynwyd regional rail line and part of the Bala Cynwyd community just outside Philadelphia.
-
E.
Onllwyn
Onllwyn is a former coal-mining village in South Wales, known for its industrial heritage and location within the county borough of Neath Port Talbot.
- 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_69ac537ba7c08190966fa4a29da90310 |
completed | March 7, 2026, 4:34 p.m. |
| NEDg | Description generation | batch_69ac5579b6d48190ace899245178085b |
completed | March 7, 2026, 4:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac55ea6028819093304731eb65af77 |
completed | March 7, 2026, 4:44 p.m. |
Created at: March 1, 2026, 7:40 p.m.