Triple

T14621287
Position Surface form Disambiguated ID Type / Status
Subject High Furness E343226 entity
Predicate hasTransportLink P1298 FINISHED
Object A595 road (nearby/serving area)
The A595 road is a primary route in Cumbria, England, that connects towns and rural communities in and around the High Furness area to the wider regional road network.
 E1111116 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: A595 road (nearby/serving area) | Statement: [High Furness, hasTransportLink, A595 road (nearby/serving area)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A595 road (nearby/serving area)
Context triple: [High Furness, hasTransportLink, A595 road (nearby/serving area)]
  • A. A5191 road (nearby)
    The A5191 road is a local route in Shrewsbury, Shropshire, providing access through and around the Coleham area and connecting it to the wider road network.
  • B. A65 road (nearby)
    The A65 road is a major route in northern England that connects Leeds to Kendal, passing through towns such as Yeadon and Skipton.
  • C. A25 road (nearby)
    The A25 road is a major east–west route in South East England that runs through Surrey and Kent, connecting towns such as Guildford, Dorking, Reigate, and Sevenoaks.
  • D. A9 road (nearby access)
    The A9 road is a major north–south trunk route in Scotland that provides key regional and national connectivity, including access to the Strathearn area.
  • E. A30 road (nearby)
    The A30 road is a major trunk route in southern England that runs through Cornwall and connects towns like Heamoor to larger regional and national road networks.
  • 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: A595 road (nearby/serving area)
Triple: [High Furness, hasTransportLink, A595 road (nearby/serving area)]
Generated description
The A595 road is a primary route in Cumbria, England, that connects towns and rural communities in and around the High Furness area to the wider regional road network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A595 road (nearby/serving area)
Target entity description: The A595 road is a primary route in Cumbria, England, that connects towns and rural communities in and around the High Furness area to the wider regional road network.
  • A. A5191 road (nearby)
    The A5191 road is a local route in Shrewsbury, Shropshire, providing access through and around the Coleham area and connecting it to the wider road network.
  • B. A65 road (nearby)
    The A65 road is a major route in northern England that connects Leeds to Kendal, passing through towns such as Yeadon and Skipton.
  • C. A25 road (nearby)
    The A25 road is a major east–west route in South East England that runs through Surrey and Kent, connecting towns such as Guildford, Dorking, Reigate, and Sevenoaks.
  • D. A9 road (nearby access)
    The A9 road is a major north–south trunk route in Scotland that provides key regional and national connectivity, including access to the Strathearn area.
  • E. A30 road (nearby)
    The A30 road is a major trunk route in southern England that runs through Cornwall and connects towns like Heamoor to larger regional and national road networks.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb466a61c81908a110d40fb959b6f completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda92688a08190bb27434acc7c12e7 completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb2994f2c8190960bd8a27e303cdb completed May 8, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69fdb40ee364819087c371fa1e25506c completed May 8, 2026, 9:59 a.m.
Created at: April 10, 2026, 1:25 a.m.