Triple

T11567827
Position Surface form Disambiguated ID Type / Status
Subject Prestatyn E274300 entity
Predicate hasTransport P1298 FINISHED
Object A548 road
The A548 road is a major coastal route in North Wales that connects towns such as Prestatyn with other communities along the Dee Estuary and the Irish Sea.
 E1301139 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: A548 road | Statement: [Prestatyn, hasTransport, A548 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A548 road
Context triple: [Prestatyn, hasTransport, A548 road]
  • A. A547 road
    The A547 road is a regional route in North Wales that connects coastal and inland towns, including the area around Rhuddlan, and serves as an alternative to the nearby A55 expressway.
  • B. A542 road
    The A542 road is a scenic route in Denbighshire, Wales, known for its steep climbs, dramatic views, and role as a popular driving and cycling road through the Clwydian Range.
  • C. A58 road
    The A58 road is a major route in Northern England that runs between Prescot in Merseyside and Wetherby in West Yorkshire, passing through cities such as Liverpool, St Helens, Bolton, Bury, Rochdale, Halifax, and Leeds.
  • D. A488 road
    The A488 road is a primary route in western England that runs through Shropshire and connects the town of Shrewsbury with various rural communities.
  • E. A84 road
    The A84 road is a significant route in central Scotland that connects Stirling to Lochearnhead, serving as a key link between the lowlands and the Highlands.
  • 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: A548 road
Triple: [Prestatyn, hasTransport, A548 road]
Generated description
The A548 road is a major coastal route in North Wales that connects towns such as Prestatyn with other communities along the Dee Estuary and the Irish Sea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A548 road
Target entity description: The A548 road is a major coastal route in North Wales that connects towns such as Prestatyn with other communities along the Dee Estuary and the Irish Sea.
  • A. A547 road
    The A547 road is a regional route in North Wales that connects coastal and inland towns, including the area around Rhuddlan, and serves as an alternative to the nearby A55 expressway.
  • B. A542 road
    The A542 road is a scenic route in Denbighshire, Wales, known for its steep climbs, dramatic views, and role as a popular driving and cycling road through the Clwydian Range.
  • C. A58 road
    The A58 road is a major route in Northern England that runs between Prescot in Merseyside and Wetherby in West Yorkshire, passing through cities such as Liverpool, St Helens, Bolton, Bury, Rochdale, Halifax, and Leeds.
  • D. A488 road
    The A488 road is a primary route in western England that runs through Shropshire and connects the town of Shrewsbury with various rural communities.
  • E. A84 road
    The A84 road is a significant route in central Scotland that connects Stirling to Lochearnhead, serving as a key link between the lowlands and the Highlands.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d88dd4305c8190ac5ff490b6b63e12 completed April 10, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a034307ff088190874d6c00f2741400 completed May 12, 2026, 3:11 p.m.
NEDg Description generation batch_6a03445913088190b8662601da93a3ab completed May 12, 2026, 3:16 p.m.
NED2 Entity disambiguation (via description) batch_6a034517f4148190864d916f4d1ef5ba completed May 12, 2026, 3:19 p.m.
Created at: April 8, 2026, 9:37 p.m.