Triple

T964062
Position Surface form Disambiguated ID Type / Status
Subject Usk E20796 entity
Predicate hasNearbyRoad P11435 FINISHED
Object A472 road
The A472 road is a regional route in south-east Wales that connects several towns and communities, including the area around Usk, and links to major roads in the region.
 E260302 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: A472 road | Statement: [Usk, hasNearbyRoad, A472 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A472 road
Context triple: [Usk, hasNearbyRoad, A472 road]
  • A. A470 road
    The A470 road is a major north–south trunk route in Wales that runs from Cardiff to Llandudno, connecting many of the country’s key towns and regions.
  • B. A47 road
    The A47 road is a major east–west route in England that connects Birmingham to the east coast, including the town of Great Yarmouth.
  • C. A473 road
    The A473 road is a key regional route in South Wales that connects the town of Bridgend with surrounding communities and major transport links.
  • D. A487 road
    The A487 road is a major trunk route in Wales that runs along the west coast, connecting several key towns and serving as an important link through Gwynedd and Ceredigion.
  • E. A4120 road
    The A4120 road is a primary route in Ceredigion, Wales, linking the coastal town of Aberystwyth with the A44 and serving as an important connection through the Cambrian Mountains.
  • 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: A472 road
Triple: [Usk, hasNearbyRoad, A472 road]
Generated description
The A472 road is a regional route in south-east Wales that connects several towns and communities, including the area around Usk, and links to major roads in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A472 road
Target entity description: The A472 road is a regional route in south-east Wales that connects several towns and communities, including the area around Usk, and links to major roads in the region.
  • A. A470 road
    The A470 road is a major north–south trunk route in Wales that runs from Cardiff to Llandudno, connecting many of the country’s key towns and regions.
  • B. A47 road
    The A47 road is a major east–west route in England that connects Birmingham to the east coast, including the town of Great Yarmouth.
  • C. A473 road
    The A473 road is a key regional route in South Wales that connects the town of Bridgend with surrounding communities and major transport links.
  • D. A487 road
    The A487 road is a major trunk route in Wales that runs along the west coast, connecting several key towns and serving as an important link through Gwynedd and Ceredigion.
  • E. A4120 road
    The A4120 road is a primary route in Ceredigion, Wales, linking the coastal town of Aberystwyth with the A44 and serving as an important connection through the Cambrian Mountains.
  • 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_69a493b21f2881908132dcf45dcd2f36 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b4303e5881909d101d11f9732c75 completed March 1, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69aea8034cf0819089240d70f0a346a6 completed March 9, 2026, 10:59 a.m.
NEDg Description generation batch_69aeaa2603c4819088f8720dbd8a0c4e completed March 9, 2026, 11:08 a.m.
NED2 Entity disambiguation (via description) batch_69aeab5240b88190ac8e600e5fe84454 completed March 9, 2026, 11:13 a.m.
Created at: March 1, 2026, 7:40 p.m.