Triple
T12292031
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hay-on-Wye |
E292986
|
entity |
| Predicate | transportAccessVia |
P37664
|
FINISHED |
| Object |
A438 road
The A438 road is a major route in the west of England and Wales that connects several towns, including providing access to Hay-on-Wye.
|
E1428276
|
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: A438 road | Statement: [Hay-on-Wye, transportAccessVia, A438 road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A438 road Context triple: [Hay-on-Wye, transportAccessVia, A438 road]
-
A.
A43 road
The A43 road is a major route in England that links the M40 near Oxford to the M1 near Northampton, serving as an important connector through the Midlands.
-
B.
A436 road
The A436 road is a primary route in Gloucestershire, England, linking several Cotswold towns and providing an important connection between the A40 and A417 near Cheltenham.
-
C.
A433 road
The A433 road is a primary route in Gloucestershire, England, running through the Cotswolds and serving as a key link between Cirencester and Tetbury.
-
D.
A483 road
The A483 road is a major route in Wales and England that runs from Swansea through towns such as Ammanford, Llandovery, Builth Wells, and Wrexham toward Chester, serving as an important north–south transport corridor.
-
E.
A435 road
The A435 road is a primary route in England running between Birmingham and Cheltenham, serving as a key link through the West Midlands and Worcestershire.
- 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: A438 road Triple: [Hay-on-Wye, transportAccessVia, A438 road]
Generated description
The A438 road is a major route in the west of England and Wales that connects several towns, including providing access to Hay-on-Wye.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A438 road Target entity description: The A438 road is a major route in the west of England and Wales that connects several towns, including providing access to Hay-on-Wye.
-
A.
A43 road
The A43 road is a major route in England that links the M40 near Oxford to the M1 near Northampton, serving as an important connector through the Midlands.
-
B.
A436 road
The A436 road is a primary route in Gloucestershire, England, linking several Cotswold towns and providing an important connection between the A40 and A417 near Cheltenham.
-
C.
A433 road
The A433 road is a primary route in Gloucestershire, England, running through the Cotswolds and serving as a key link between Cirencester and Tetbury.
-
D.
A483 road
The A483 road is a major route in Wales and England that runs from Swansea through towns such as Ammanford, Llandovery, Builth Wells, and Wrexham toward Chester, serving as an important north–south transport corridor.
-
E.
A435 road
The A435 road is a primary route in England running between Birmingham and Cheltenham, serving as a key link through the West Midlands and Worcestershire.
- 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_69d6ab690ad081908c0ed3870ec82d53 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91d22ba488190914342fa7e69e159 |
completed | April 10, 2026, 3:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0875fb6c1c819080afe7378dfd090e |
completed | May 16, 2026, 1:49 p.m. |
| NEDg | Description generation | batch_6a0877c797bc8190b065869262798e59 |
completed | May 16, 2026, 1:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a087841f0dc81909e6cf27c87faa02e |
completed | May 16, 2026, 1:59 p.m. |
Created at: April 8, 2026, 9:52 p.m.