Triple

T2115255
Position Surface form Disambiguated ID Type / Status
Subject A34 road E42594 entity
Predicate near P350 FINISHED
Object Newbury bypass
The Newbury bypass is a section of roadway in Berkshire, England, built to divert traffic around the town of Newbury and widely known for the large environmental protests that accompanied its construction in the 1990s.
E233878 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: Newbury bypass | Statement: [A34 road, near, Newbury bypass]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Newbury bypass
Context triple: [A34 road, near, Newbury bypass]
  • A. Chelmsford bypass
    The Chelmsford bypass is a major roadway designed to divert through-traffic around the city of Chelmsford, reducing congestion in the urban center.
  • B. Colchester bypass
    The Colchester bypass is a major road section designed to divert through-traffic around the town of Colchester, reducing congestion in the urban area.
  • C. Ipswich southern bypass
    The Ipswich southern bypass is a major road section that diverts through-traffic around the southern side of Ipswich, improving traffic flow and reducing congestion in the town centre.
  • D. Newark-on-Trent bypass
    The Newark-on-Trent bypass is a major section of the A46 that diverts through-traffic around the town of Newark-on-Trent to improve traffic flow and reduce congestion.
  • E. Catthorpe Interchange
    Catthorpe Interchange is a major road junction in Leicestershire, England, where several key motorways and trunk roads converge, forming an important node in the UK’s strategic road network.
  • 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: Newbury bypass
Triple: [A34 road, near, Newbury bypass]
Generated description
The Newbury bypass is a section of roadway in Berkshire, England, built to divert traffic around the town of Newbury and widely known for the large environmental protests that accompanied its construction in the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Newbury bypass
Target entity description: The Newbury bypass is a section of roadway in Berkshire, England, built to divert traffic around the town of Newbury and widely known for the large environmental protests that accompanied its construction in the 1990s.
  • A. Chelmsford bypass
    The Chelmsford bypass is a major roadway designed to divert through-traffic around the city of Chelmsford, reducing congestion in the urban center.
  • B. Colchester bypass
    The Colchester bypass is a major road section designed to divert through-traffic around the town of Colchester, reducing congestion in the urban area.
  • C. Ipswich southern bypass
    The Ipswich southern bypass is a major road section that diverts through-traffic around the southern side of Ipswich, improving traffic flow and reducing congestion in the town centre.
  • D. Newark-on-Trent bypass
    The Newark-on-Trent bypass is a major section of the A46 that diverts through-traffic around the town of Newark-on-Trent to improve traffic flow and reduce congestion.
  • E. Catthorpe Interchange
    Catthorpe Interchange is a major road junction in Leicestershire, England, where several key motorways and trunk roads converge, forming an important node in the UK’s strategic road network.
  • 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_69a8871040f08190aac2e2d0ab6b47ad completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abbb0724e08190a0a4210d86261d6d completed March 7, 2026, 5:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae3076afec819091183e328cff58c8 completed March 9, 2026, 2:29 a.m.
NEDg Description generation batch_69ae30e1c7488190acd6d29c5ad10c33 completed March 9, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69ae316398488190b9dd38145d5488b4 completed March 9, 2026, 2:33 a.m.
Created at: March 4, 2026, 7:43 p.m.