Triple
T7005664
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Llynfi Valley |
E162446
|
entity |
| Predicate | hasCommunity |
P2605
|
FINISHED |
| Object |
Llangynwyd Middle
Llangynwyd Middle is a small Welsh community situated in the Llynfi Valley in Bridgend County Borough, known for its rural character and historic links to the former coal-mining industry.
|
E635334
|
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: Llangynwyd Middle | Statement: [Llynfi Valley, hasCommunity, Llangynwyd Middle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Llangynwyd Middle Context triple: [Llynfi Valley, hasCommunity, Llangynwyd Middle]
-
A.
St Cenydd Community School
St Cenydd Community School is a co-educational secondary school and community-focused educational institution located in Caerphilly, Wales.
-
B.
Bryn Celynnog Comprehensive School
Bryn Celynnog Comprehensive School is a secondary school in Wales known for educating future Welsh First Minister Carwyn Jones.
-
C.
Ysgol y Berwyn
Ysgol y Berwyn is a secondary school in the town of Bala in Gwynedd, Wales, serving the local community with Welsh-medium education.
-
D.
Penllwyn Primary School
Penllwyn Primary School is a local primary education institution serving young children in the Blackwood area of Wales.
-
E.
Croesyceiliog School
Croesyceiliog School is a secondary school located in Croesyceiliog, Cwmbran, Wales, serving local students with comprehensive education.
- 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: Llangynwyd Middle Triple: [Llynfi Valley, hasCommunity, Llangynwyd Middle]
Generated description
Llangynwyd Middle is a small Welsh community situated in the Llynfi Valley in Bridgend County Borough, known for its rural character and historic links to the former coal-mining industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Llangynwyd Middle Target entity description: Llangynwyd Middle is a small Welsh community situated in the Llynfi Valley in Bridgend County Borough, known for its rural character and historic links to the former coal-mining industry.
-
A.
St Cenydd Community School
St Cenydd Community School is a co-educational secondary school and community-focused educational institution located in Caerphilly, Wales.
-
B.
Bryn Celynnog Comprehensive School
Bryn Celynnog Comprehensive School is a secondary school in Wales known for educating future Welsh First Minister Carwyn Jones.
-
C.
Ysgol y Berwyn
Ysgol y Berwyn is a secondary school in the town of Bala in Gwynedd, Wales, serving the local community with Welsh-medium education.
-
D.
Penllwyn Primary School
Penllwyn Primary School is a local primary education institution serving young children in the Blackwood area of Wales.
-
E.
Croesyceiliog School
Croesyceiliog School is a secondary school located in Croesyceiliog, Cwmbran, Wales, serving local students with comprehensive education.
- 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_69c76a3f5a088190bd0fa2080a8fa648 |
completed | March 28, 2026, 5:42 a.m. |
| NEDg | Description generation | batch_69c76b67fc48819088ba80f1f84aa2f0 |
completed | March 28, 2026, 5:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76c46f9308190a7a1f0aa5284cef4 |
completed | March 28, 2026, 5:51 a.m. |
Created at: March 27, 2026, 2:33 p.m.