Triple
T5926100
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludlow Castle |
E131813
|
entity |
| Predicate | nearby |
P350
|
FINISHED |
| Object |
Ludlow town centre
Ludlow town centre is the historic commercial and social heart of Ludlow, Shropshire, known for its medieval street layout, traditional markets, and well-preserved architecture.
|
E557316
|
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: Ludlow town centre | Statement: [Ludlow Castle, nearby, Ludlow town centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ludlow town centre Context triple: [Ludlow Castle, nearby, Ludlow town centre]
-
A.
Swinton town centre
Swinton town centre is the main commercial and civic hub of Swinton, featuring shops, services, and local amenities.
-
B.
Brentwood Town Centre
Brentwood Town Centre is a major shopping mall and mixed-use commercial hub located in Burnaby, British Columbia.
-
C.
Croydon town centre
Croydon town centre is a major commercial and retail hub in south London, known for its shopping centres, offices, and transport connections.
-
D.
Barry Town Centre
Barry Town Centre is the main commercial and retail hub of the town of Barry in the Vale of Glamorgan, Wales.
-
E.
Pontypool Town Centre
Pontypool Town Centre is the main commercial and social hub of Pontypool in Torfaen, South Wales, featuring shops, services, and community facilities.
- 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: Ludlow town centre Triple: [Ludlow Castle, nearby, Ludlow town centre]
Generated description
Ludlow town centre is the historic commercial and social heart of Ludlow, Shropshire, known for its medieval street layout, traditional markets, and well-preserved architecture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ludlow town centre Target entity description: Ludlow town centre is the historic commercial and social heart of Ludlow, Shropshire, known for its medieval street layout, traditional markets, and well-preserved architecture.
-
A.
Swinton town centre
Swinton town centre is the main commercial and civic hub of Swinton, featuring shops, services, and local amenities.
-
B.
Brentwood Town Centre
Brentwood Town Centre is a major shopping mall and mixed-use commercial hub located in Burnaby, British Columbia.
-
C.
Croydon town centre
Croydon town centre is a major commercial and retail hub in south London, known for its shopping centres, offices, and transport connections.
-
D.
Barry Town Centre
Barry Town Centre is the main commercial and retail hub of the town of Barry in the Vale of Glamorgan, Wales.
-
E.
Pontypool Town Centre
Pontypool Town Centre is the main commercial and social hub of Pontypool in Torfaen, South Wales, featuring shops, services, and community facilities.
- 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_69c0085b75e88190a632f9691f9da48b |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c038542e548190b335df9a948c8490 |
completed | March 22, 2026, 6:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0c04e5af8819095f15cfbc1f13c46 |
completed | March 23, 2026, 4:23 a.m. |
| NEDg | Description generation | batch_69c0c23cc6d081909ce27bfb6a6f33d4 |
completed | March 23, 2026, 4:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c2deec7c81909d9949cb28f0211f |
completed | March 23, 2026, 4:34 a.m. |
Created at: March 22, 2026, 4 p.m.