Triple

T4006686
Position Surface form Disambiguated ID Type / Status
Subject Pembroke E89541 entity
Predicate hasRoadConnection P385 FINISHED
Object A477 road
The A477 road is a major route in southwest Wales that links the town of Pembroke to the A40 and provides access toward the Pembrokeshire coast and ferry services to Ireland.
 E922847 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: A477 road | Statement: [Pembroke, hasRoadConnection, A477 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A477 road
Context triple: [Pembroke, hasRoadConnection, A477 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. 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.
  • C. A497 road
    The A497 road is a key route in northwest Wales that connects coastal towns on the Llŷn Peninsula with Porthmadog and the surrounding area.
  • D. 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.
  • E. 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.
  • 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: A477 road
Triple: [Pembroke, hasRoadConnection, A477 road]
Generated description
The A477 road is a major route in southwest Wales that links the town of Pembroke to the A40 and provides access toward the Pembrokeshire coast and ferry services to Ireland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A477 road
Target entity description: The A477 road is a major route in southwest Wales that links the town of Pembroke to the A40 and provides access toward the Pembrokeshire coast and ferry services to Ireland.
  • 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. 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.
  • C. A497 road
    The A497 road is a key route in northwest Wales that connects coastal towns on the Llŷn Peninsula with Porthmadog and the surrounding area.
  • D. 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.
  • E. 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.
  • 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_69aed9585e788190bec2d39deba3750f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa62d0e081909aaed2978a840734 completed March 9, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69e58a50d0748190a429af33cdced80a completed April 20, 2026, 2:07 a.m.
NEDg Description generation batch_69e59323c5948190bc2c9512f7b0a54f completed April 20, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_69e599c53704819097c0fdbbfbbb1e87 completed April 20, 2026, 3:13 a.m.
Created at: March 9, 2026, 3:34 p.m.