Triple

T14142687
Position Surface form Disambiguated ID Type / Status
Subject Cardiff city centre road network E350464 entity
Predicate connectedToRoad P12245 FINISHED
Object A48
The A48 is a major road in South Wales that serves as a key route linking Cardiff with other towns and cities in the region.
 E1082840 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: A48 | Statement: [Cardiff city centre road network, connectedToRoad, A48]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A48
Context triple: [Cardiff city centre road network, connectedToRoad, A48]
  • A. A483
    The A483 is a major road in Wales that connects several towns and regions, including providing a key route to and from Llandrindod Wells.
  • B. A46
    A46 is a major trunk road in England that runs from Bath in the southwest to Cleethorpes on the east coast, connecting several key cities and regions.
  • C. A4048
    The A4048 is a primary road in Wales that connects several towns in the Sirhowy Valley, including Tredegar, to the wider regional road network.
  • D. A47
    The A47 is a major road in the United Kingdom that runs across eastern England, linking Birmingham and the Midlands to cities such as Leicester, Peterborough, and Great Yarmouth.
  • E. A418
    The A418 is a primary road in England that connects the town of Thame with other nearby settlements and major routes in the region.
  • 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: A48
Triple: [Cardiff city centre road network, connectedToRoad, A48]
Generated description
The A48 is a major road in South Wales that serves as a key route linking Cardiff with other towns and cities in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A48
Target entity description: The A48 is a major road in South Wales that serves as a key route linking Cardiff with other towns and cities in the region.
  • A. A483
    The A483 is a major road in Wales that connects several towns and regions, including providing a key route to and from Llandrindod Wells.
  • B. A46
    A46 is a major trunk road in England that runs from Bath in the southwest to Cleethorpes on the east coast, connecting several key cities and regions.
  • C. A4048
    The A4048 is a primary road in Wales that connects several towns in the Sirhowy Valley, including Tredegar, to the wider regional road network.
  • D. A47
    The A47 is a major road in the United Kingdom that runs across eastern England, linking Birmingham and the Midlands to cities such as Leicester, Peterborough, and Great Yarmouth.
  • E. A418
    The A418 is a primary road in England that connects the town of Thame with other nearby settlements and major routes in the region.
  • 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_69d827865f608190b311820428ae027b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de611ed3508190add37baa30d1d134 completed April 14, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcdf18e3d08190b287e2da192d05eb completed May 7, 2026, 6:51 p.m.
NEDg Description generation batch_69fce1a2a4c881908d18b45917286712 completed May 7, 2026, 7:01 p.m.
NED2 Entity disambiguation (via description) batch_69fce24e7860819097f51a4907c894a7 completed May 7, 2026, 7:04 p.m.
Created at: April 10, 2026, 12:51 a.m.