Triple
T5643276
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blackwood |
E124319
|
entity |
| Predicate | hasNeighbourhood |
P4813
|
FINISHED |
| Object |
Cefn Fforest
Cefn Fforest is a residential community and suburb situated near the town of Blackwood in Caerphilly County Borough, Wales.
|
E559858
|
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: Cefn Fforest | Statement: [Blackwood, hasNeighbourhood, Cefn Fforest]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cefn Fforest Context triple: [Blackwood, hasNeighbourhood, Cefn Fforest]
-
A.
Cefn Bryn
Cefn Bryn is a prominent sandstone ridge on the Gower Peninsula in Wales, known for its sweeping views, prehistoric sites, and distinctive moorland landscape.
-
B.
Fforest Fawr
Fforest Fawr is a rugged upland area in South Wales known for its moorland landscapes, waterfalls, and important geological and archaeological features within the Brecon Beacons region.
-
C.
Cefn Mawr
Cefn Mawr is a village in Wrexham County Borough, Wales, known for its proximity to the UNESCO-listed Pontcysyllte Aqueduct and its industrial and canal heritage.
-
D.
Tal-y-Cafn
Tal-y-Cafn is a small village in Conwy County Borough, Wales, situated in the Conwy Valley and known for its rural setting and former railway station on the Conwy Valley Line.
-
E.
Fforestfach
Fforestfach is a suburban district and commercial area within the City and County of Swansea in South 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: Cefn Fforest Triple: [Blackwood, hasNeighbourhood, Cefn Fforest]
Generated description
Cefn Fforest is a residential community and suburb situated near the town of Blackwood in Caerphilly County Borough, Wales.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cefn Fforest Target entity description: Cefn Fforest is a residential community and suburb situated near the town of Blackwood in Caerphilly County Borough, Wales.
-
A.
Cefn Bryn
Cefn Bryn is a prominent sandstone ridge on the Gower Peninsula in Wales, known for its sweeping views, prehistoric sites, and distinctive moorland landscape.
-
B.
Fforest Fawr
Fforest Fawr is a rugged upland area in South Wales known for its moorland landscapes, waterfalls, and important geological and archaeological features within the Brecon Beacons region.
-
C.
Cefn Mawr
Cefn Mawr is a village in Wrexham County Borough, Wales, known for its proximity to the UNESCO-listed Pontcysyllte Aqueduct and its industrial and canal heritage.
-
D.
Tal-y-Cafn
Tal-y-Cafn is a small village in Conwy County Borough, Wales, situated in the Conwy Valley and known for its rural setting and former railway station on the Conwy Valley Line.
-
E.
Fforestfach
Fforestfach is a suburban district and commercial area within the City and County of Swansea in South 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_69c00824643c81909ffdb888a2d35189 |
completed | March 22, 2026, 3:17 p.m. |
| NER | Named-entity recognition | batch_69c022a7cd9c819087f86f60e8b65fc3 |
completed | March 22, 2026, 5:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0e3158cfc8190b2f1a0eb40e8a440 |
completed | March 23, 2026, 6:52 a.m. |
| NEDg | Description generation | batch_69c0f788922c81908aef1b9e93cca18c |
completed | March 23, 2026, 8:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0f85fb6f88190bef34865d649fbff |
completed | March 23, 2026, 8:22 a.m. |
Created at: March 22, 2026, 3:41 p.m.