Triple

T3646953
Position Surface form Disambiguated ID Type / Status
Subject Stow-on-the-Wold E77322 entity
Predicate transportConnection P1298 FINISHED
Object A429 road
The A429 road is a major route in England that runs through the Cotswolds, linking towns such as Stow-on-the-Wold and serving as an important north–south connection in the region.
 E849129 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: A429 road | Statement: [Stow-on-the-Wold, transportConnection, A429 road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A429 road
Context triple: [Stow-on-the-Wold, transportConnection, A429 road]
  • A. A421 road
    The A421 road is a major east–west route in southern England that connects key towns and links the M1 and A1 motorways, serving as an important regional transport corridor.
  • B. A42 road
    The A42 road is a major trunk route in the English Midlands that links the M1 motorway near Nottingham to the M42 motorway near Birmingham, providing an important connection between the East Midlands and the West Midlands.
  • C. A449 road
    The A449 road is a major trunk route in Wales and England that connects the M4 near Newport to the M54 near Wolverhampton, serving as an important north–south link through the region.
  • D. A49 road
    The A49 road is a major north–south route in western England, running between Ross-on-Wye in Herefordshire and Bamber Bridge near Preston, and serving as an important link through the Welsh Marches.
  • E. A420 road
    The A420 road is a major route in southern England linking Bristol and Oxford, passing through towns such as Chippenham and Swindon.
  • 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: A429 road
Triple: [Stow-on-the-Wold, transportConnection, A429 road]
Generated description
The A429 road is a major route in England that runs through the Cotswolds, linking towns such as Stow-on-the-Wold and serving as an important north–south connection in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A429 road
Target entity description: The A429 road is a major route in England that runs through the Cotswolds, linking towns such as Stow-on-the-Wold and serving as an important north–south connection in the region.
  • A. A421 road
    The A421 road is a major east–west route in southern England that connects key towns and links the M1 and A1 motorways, serving as an important regional transport corridor.
  • B. A42 road
    The A42 road is a major trunk route in the English Midlands that links the M1 motorway near Nottingham to the M42 motorway near Birmingham, providing an important connection between the East Midlands and the West Midlands.
  • C. A449 road
    The A449 road is a major trunk route in Wales and England that connects the M4 near Newport to the M54 near Wolverhampton, serving as an important north–south link through the region.
  • D. A49 road
    The A49 road is a major north–south route in western England, running between Ross-on-Wye in Herefordshire and Bamber Bridge near Preston, and serving as an important link through the Welsh Marches.
  • E. A420 road
    The A420 road is a major route in southern England linking Bristol and Oxford, passing through towns such as Chippenham and Swindon.
  • 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_69ad85de1b988190a45f8dbfebc806fc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3895198819090a17a8894e91d00 completed March 8, 2026, 6:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69d5b790737c8190930dc863ffe95035 completed April 8, 2026, 2:04 a.m.
NEDg Description generation batch_69d5bbfd698081909a9fccc16508917d completed April 8, 2026, 2:22 a.m.
NED2 Entity disambiguation (via description) batch_69d5bcde232081909b2389d8b16e1733 completed April 8, 2026, 2:26 a.m.
Created at: March 8, 2026, 3:24 p.m.