Triple

T10160597
Position Surface form Disambiguated ID Type / Status
Subject Newbury bypass E233878 entity
Predicate hasJunctionWith P1018 FINISHED
Object M4 motorway near Chieveley
The M4 motorway near Chieveley is a key section of the M4 in Berkshire, England, serving as a major junction and interchange point for regional and long-distance traffic, including access to Newbury and the surrounding area.
E845511 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 motorway near Chieveley | Statement: [Newbury bypass, hasJunctionWith, M4 motorway near Chieveley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M4 motorway near Chieveley
Context triple: [Newbury bypass, hasJunctionWith, M4 motorway near Chieveley]
  • A. M5 motorway near Avonmouth
    The M5 motorway near Avonmouth is a major section of the M5 in southwest England that serves as a key approach to Bristol and an important connection point between regional and national road networks.
  • B. M6 motorway in England
    The M6 motorway in England is a major north–south route linking the Midlands to the Scottish border, forming a key part of the United Kingdom’s primary western motorway corridor.
  • C. M25 motorway (nearby)
    The M25 motorway is a major orbital highway encircling most of Greater London, providing key regional and national road connections.
  • D. M1 motorway (nearby)
    The M1 motorway is a major north–south highway in England that connects London with key cities in the Midlands and northern England.
  • E. Junction 32 of the M4 motorway
    Junction 32 of the M4 motorway is a major road interchange near Coryton in Cardiff, Wales, connecting the M4 with key local routes into the city and surrounding areas.
  • 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 motorway near Chieveley
Triple: [Newbury bypass, hasJunctionWith, M4 motorway near Chieveley]
Generated description
The M4 motorway near Chieveley is a key section of the M4 in Berkshire, England, serving as a major junction and interchange point for regional and long-distance traffic, including access to Newbury and the surrounding area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M4 motorway near Chieveley
Target entity description: The M4 motorway near Chieveley is a key section of the M4 in Berkshire, England, serving as a major junction and interchange point for regional and long-distance traffic, including access to Newbury and the surrounding area.
  • A. M5 motorway near Avonmouth
    The M5 motorway near Avonmouth is a major section of the M5 in southwest England that serves as a key approach to Bristol and an important connection point between regional and national road networks.
  • B. M6 motorway in England
    The M6 motorway in England is a major north–south route linking the Midlands to the Scottish border, forming a key part of the United Kingdom’s primary western motorway corridor.
  • C. M25 motorway (nearby)
    The M25 motorway is a major orbital highway encircling most of Greater London, providing key regional and national road connections.
  • D. M1 motorway (nearby)
    The M1 motorway is a major north–south highway in England that connects London with key cities in the Midlands and northern England.
  • E. Junction 32 of the M4 motorway
    Junction 32 of the M4 motorway is a major road interchange near Coryton in Cardiff, Wales, connecting the M4 with key local routes into the city and surrounding areas.
  • 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_69ca848e80748190b91d1e04d35512c7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec5831e481909b48fdfa8f1c670b completed April 2, 2026, 4:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d300c2651c8190a80c933002ac62e8 completed April 6, 2026, 12:39 a.m.
NEDg Description generation batch_69d30254aabc8190966a4398c59a851e completed April 6, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d30305924c8190998cbefa372dca9a completed April 6, 2026, 12:49 a.m.
Created at: March 30, 2026, 9:09 p.m.