Triple

T4491835

Position	Surface form	Disambiguated ID	Type / Status
Subject	Aberavon (UK Parliament constituency)	`E100593`	entity
Predicate	borderingArea	`P224`	FINISHED
Object	Ogmore (UK Parliament constituency) Ogmore (UK Parliament constituency) is a Welsh parliamentary seat represented in the UK House of Commons, covering former coal-mining communities and valleys in south Wales.	`E446833`	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: Ogmore (UK Parliament constituency) | Statement: [Aberavon (UK Parliament constituency), borderingArea, Ogmore (UK Parliament constituency)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Ogmore (UK Parliament constituency)
Context triple: [Aberavon (UK Parliament constituency), borderingArea, Ogmore (UK Parliament constituency)]

A. Neath (UK Parliament constituency)
Neath (UK Parliament constituency) is a Welsh parliamentary seat represented in the UK House of Commons, covering the town of Neath and surrounding areas in South Wales.
B. Gloucester (UK Parliament constituency)
Gloucester (UK Parliament constituency) is a long-established electoral area in the UK that elects one Member of Parliament to the House of Commons, centered on the city of Gloucester in Gloucestershire, England.
C. Aberavon (UK Parliament constituency)
Aberavon (UK Parliament constituency) is a long-established parliamentary seat in South Wales that covers the industrial and coastal town of Port Talbot and its surrounding communities.
D. Ceredigion (UK Parliament constituency)
Ceredigion (UK Parliament constituency) is a Welsh parliamentary seat represented in the UK House of Commons, covering the largely rural and coastal county of Ceredigion in west Wales.
E. Meirionnydd (UK Parliament constituency)
Meirionnydd (UK Parliament constituency) was a former parliamentary seat in Wales that represented the largely rural and Welsh-speaking county of Merioneth in the UK House of Commons.
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: Ogmore (UK Parliament constituency)
Triple: [Aberavon (UK Parliament constituency), borderingArea, Ogmore (UK Parliament constituency)]

Generated description

Ogmore (UK Parliament constituency) is a Welsh parliamentary seat represented in the UK House of Commons, covering former coal-mining communities and valleys in south Wales.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Ogmore (UK Parliament constituency)
Target entity description: Ogmore (UK Parliament constituency) is a Welsh parliamentary seat represented in the UK House of Commons, covering former coal-mining communities and valleys in south Wales.

A. Neath (UK Parliament constituency)
Neath (UK Parliament constituency) is a Welsh parliamentary seat represented in the UK House of Commons, covering the town of Neath and surrounding areas in South Wales.
B. Gloucester (UK Parliament constituency)
Gloucester (UK Parliament constituency) is a long-established electoral area in the UK that elects one Member of Parliament to the House of Commons, centered on the city of Gloucester in Gloucestershire, England.
C. Aberavon (UK Parliament constituency)
Aberavon (UK Parliament constituency) is a long-established parliamentary seat in South Wales that covers the industrial and coastal town of Port Talbot and its surrounding communities.
D. Ceredigion (UK Parliament constituency)
Ceredigion (UK Parliament constituency) is a Welsh parliamentary seat represented in the UK House of Commons, covering the largely rural and coastal county of Ceredigion in west Wales.
E. Meirionnydd (UK Parliament constituency)
Meirionnydd (UK Parliament constituency) was a former parliamentary seat in Wales that represented the largely rural and Welsh-speaking county of Merioneth in the UK House of Commons.
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_69bd43cdf15081909a4fa2585ff63b3e`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd6231856c8190be9386a0ae15e7cf`	completed	March 20, 2026, 3:05 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bd67b40fd4819098636b6f29304312`	completed	March 20, 2026, 3:28 p.m.
NEDg	Description generation	`batch_69bd688e84fc8190a8900be40e3cf694`	completed	March 20, 2026, 3:32 p.m.
NED2	Entity disambiguation (via description)	`batch_69bd69bcf10c8190bd6ceb6bc604b3f5`	completed	March 20, 2026, 3:37 p.m.

Created at: March 20, 2026, 12:59 p.m.