Triple
T951700
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neath Port Talbot |
E20536
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Cwmgwrach
Cwmgwrach is a small village in South Wales situated in the Vale of Neath, known for its proximity to scenic valleys and former coal mining communities.
|
E172620
|
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: Cwmgwrach | Statement: [Neath Port Talbot, contains, Cwmgwrach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cwmgwrach Context triple: [Neath Port Talbot, contains, Cwmgwrach]
-
A.
Cwmafan
Cwmafan is a large village and community in Neath Port Talbot, South Wales, situated in the Afan Valley near Port Talbot.
-
B.
Blaengwrach
Blaengwrach is a small village and community in the Neath Valley of South Wales, known for its scenic surroundings and former coal mining heritage.
-
C.
Bryncoch
Bryncoch is a suburban village in South Wales situated just north of Neath within the county borough of Neath Port Talbot.
-
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.
Llwynywermod
Llwynywermod is a rural Welsh estate that serves as the official residence of the Duke of Cornwall in Wales.
- 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: Cwmgwrach Triple: [Neath Port Talbot, contains, Cwmgwrach]
Generated description
Cwmgwrach is a small village in South Wales situated in the Vale of Neath, known for its proximity to scenic valleys and former coal mining communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cwmgwrach Target entity description: Cwmgwrach is a small village in South Wales situated in the Vale of Neath, known for its proximity to scenic valleys and former coal mining communities.
-
A.
Cwmafan
Cwmafan is a large village and community in Neath Port Talbot, South Wales, situated in the Afan Valley near Port Talbot.
-
B.
Blaengwrach
Blaengwrach is a small village and community in the Neath Valley of South Wales, known for its scenic surroundings and former coal mining heritage.
-
C.
Bryncoch
Bryncoch is a suburban village in South Wales situated just north of Neath within the county borough of Neath Port Talbot.
-
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.
Llwynywermod
Llwynywermod is a rural Welsh estate that serves as the official residence of the Duke of Cornwall in Wales.
- 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_69ad230d2870819099001561e36078f5 |
completed | March 8, 2026, 7:19 a.m. |
| NEDg | Description generation | batch_69ad24b98d6881908e31adebea66affb |
completed | March 8, 2026, 7:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad25732ca08190bc8cbb1692adf35e |
completed | March 8, 2026, 7:29 a.m. |
Created at: March 1, 2026, 7:40 p.m.