Triple
T7005638
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Llynfi Valley |
E162446
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Nantyffyllon
Nantyffyllon is a village in South Wales situated within the Llynfi Valley, historically associated with coal mining and local industrial communities.
|
E670038
|
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: Nantyffyllon | Statement: [Llynfi Valley, hasSettlement, Nantyffyllon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nantyffyllon Context triple: [Llynfi Valley, hasSettlement, Nantyffyllon]
-
A.
Brycheiniog
Brycheiniog was an early medieval Welsh kingdom located in what is now Brecknockshire in south-central Wales.
-
B.
Penclawdd
Penclawdd is a coastal village on the Gower Peninsula in South Wales, historically known for its cockle industry and views over the Loughor Estuary.
-
C.
Abergynolwyn
Abergynolwyn is a village in Gwynedd, Wales, known for its historic association with slate quarrying and its station on the narrow-gauge Talyllyn Railway.
-
D.
Llanfyllin
Llanfyllin is a small historic market town in Powys, Wales, known for its rural setting near the Berwyn Mountains and its traditional Welsh character.
-
E.
Bodelwyddan
Bodelwyddan is a village in Denbighshire, North Wales, known for its strategic location near the A55 and landmarks such as Bodelwyddan Castle.
- 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: Nantyffyllon Triple: [Llynfi Valley, hasSettlement, Nantyffyllon]
Generated description
Nantyffyllon is a village in South Wales situated within the Llynfi Valley, historically associated with coal mining and local industrial communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nantyffyllon Target entity description: Nantyffyllon is a village in South Wales situated within the Llynfi Valley, historically associated with coal mining and local industrial communities.
-
A.
Brycheiniog
Brycheiniog was an early medieval Welsh kingdom located in what is now Brecknockshire in south-central Wales.
-
B.
Penclawdd
Penclawdd is a coastal village on the Gower Peninsula in South Wales, historically known for its cockle industry and views over the Loughor Estuary.
-
C.
Abergynolwyn
Abergynolwyn is a village in Gwynedd, Wales, known for its historic association with slate quarrying and its station on the narrow-gauge Talyllyn Railway.
-
D.
Llanfyllin
Llanfyllin is a small historic market town in Powys, Wales, known for its rural setting near the Berwyn Mountains and its traditional Welsh character.
-
E.
Bodelwyddan
Bodelwyddan is a village in Denbighshire, North Wales, known for its strategic location near the A55 and landmarks such as Bodelwyddan Castle.
- 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_69c6885928148190ae31909fbb5e9849 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dc34b5a88190a793e07dd4d0018b |
completed | March 27, 2026, 7:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c845cc4f748190a666ab40b183cb3a |
completed | March 28, 2026, 9:19 p.m. |
| NEDg | Description generation | batch_69c8469df1c081908aef635dfa3d74f7 |
completed | March 28, 2026, 9:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8472c55c081909e189cf92c4c1a86 |
completed | March 28, 2026, 9:25 p.m. |
Created at: March 27, 2026, 2:33 p.m.