Triple

T18697029
Position Surface form Disambiguated ID Type / Status
Subject M4 Junction 16 E457145 entity
Predicate liesBetweenJunctions P1262 FINISHED
Object M4 Junction 17
M4 Junction 17 is a motorway junction on England’s M4 serving the town of Chippenham and providing access to north Wiltshire.
 E1338600 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: M4 Junction 17 | Statement: [M4 Junction 16, liesBetweenJunctions, M4 Junction 17]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: M4 Junction 17
Context triple: [M4 Junction 16, liesBetweenJunctions, M4 Junction 17]
  • A. M4 Junction 16
    M4 Junction 16 is a major motorway interchange on the M4 serving the town of Swindon in Wiltshire, England.
  • B. M4 Junction 13
    M4 Junction 13 is a motorway interchange on the M4 near Chieveley in Berkshire, England, providing access to Newbury and connecting with the A34.
  • C. M4 Junction 15
    M4 Junction 15 is a major motorway interchange on the M4 in Wiltshire, England, providing access to Swindon and connecting regional and national routes.
  • D. M1 Junction 34
    M1 Junction 34 is a major motorway junction near Sheffield that provides access to the Meadowhall shopping centre and surrounding areas.
  • E. M5 Junction 22
    M5 Junction 22 is a motorway junction on England’s M5 that provides primary access to the seaside town of Burnham-on-Sea and surrounding areas in Somerset.
  • 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: M4 Junction 17
Triple: [M4 Junction 16, liesBetweenJunctions, M4 Junction 17]
Generated description
M4 Junction 17 is a motorway junction on England’s M4 serving the town of Chippenham and providing access to north Wiltshire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: M4 Junction 17
Target entity description: M4 Junction 17 is a motorway junction on England’s M4 serving the town of Chippenham and providing access to north Wiltshire.
  • A. M4 Junction 16
    M4 Junction 16 is a major motorway interchange on the M4 serving the town of Swindon in Wiltshire, England.
  • B. M4 Junction 13
    M4 Junction 13 is a motorway interchange on the M4 near Chieveley in Berkshire, England, providing access to Newbury and connecting with the A34.
  • C. M4 Junction 15
    M4 Junction 15 is a major motorway interchange on the M4 in Wiltshire, England, providing access to Swindon and connecting regional and national routes.
  • D. M1 Junction 34
    M1 Junction 34 is a major motorway junction near Sheffield that provides access to the Meadowhall shopping centre and surrounding areas.
  • E. M5 Junction 22
    M5 Junction 22 is a motorway junction on England’s M5 that provides primary access to the seaside town of Burnham-on-Sea and surrounding areas in Somerset.
  • 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_69d8d392aad081909fe31aa03e6e97d1 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e562e8bc408190ab41b3c21003c249 completed April 19, 2026, 11:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a052b31f118819091ee281da1b67f37 completed May 14, 2026, 1:53 a.m.
NEDg Description generation batch_6a052c40cd04819096757952a275ddcf completed May 14, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_6a052d1122ac819081c664d90d784a82 completed May 14, 2026, 2:01 a.m.
Created at: April 10, 2026, 11:49 a.m.