Triple

T7433615
Position Surface form Disambiguated ID Type / Status
Subject Bathgate E171551 entity
Predicate hasRoadConnection P385 FINISHED
Object M8 motorway (nearby)
The M8 motorway is a major Scottish highway linking the cities of Glasgow and Edinburgh and serving key towns in the Central Belt.
 E663538 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: M8 motorway (nearby) | Statement: [Bathgate, hasRoadConnection, M8 motorway (nearby)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: M8 motorway (nearby)
Context triple: [Bathgate, hasRoadConnection, M8 motorway (nearby)]
  • A. 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.
  • B. M2 motorway (nearby)
    The M2 motorway is a major dual carriageway in Northern Ireland that connects Belfast to the north, serving towns such as Ballymena and providing a key route toward the Antrim Coast.
  • C. M2 motorway (nearby)
    The M2 motorway is a major road in South East England that connects London to the north coast of Kent, providing an important route towards the Channel ports.
  • D. M6 motorway (nearby)
    The M6 motorway is a major north–south route in England that forms part of the primary motorway network linking the Midlands with the North West and Scotland.
  • E. M11 motorway (nearby)
    The M11 motorway is a major road in eastern England linking London to Cambridge and the A14, providing a key route for regional and national traffic.
  • 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: M8 motorway (nearby)
Triple: [Bathgate, hasRoadConnection, M8 motorway (nearby)]
Generated description
The M8 motorway is a major Scottish highway linking the cities of Glasgow and Edinburgh and serving key towns in the Central Belt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: M8 motorway (nearby)
Target entity description: The M8 motorway is a major Scottish highway linking the cities of Glasgow and Edinburgh and serving key towns in the Central Belt.
  • A. 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.
  • B. M2 motorway (nearby)
    The M2 motorway is a major dual carriageway in Northern Ireland that connects Belfast to the north, serving towns such as Ballymena and providing a key route toward the Antrim Coast.
  • C. M2 motorway (nearby)
    The M2 motorway is a major road in South East England that connects London to the north coast of Kent, providing an important route towards the Channel ports.
  • D. M6 motorway (nearby)
    The M6 motorway is a major north–south route in England that forms part of the primary motorway network linking the Midlands with the North West and Scotland.
  • E. M11 motorway (nearby)
    The M11 motorway is a major road in eastern England linking London to Cambridge and the A14, providing a key route for regional and national traffic.
  • 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_69c68a63491881909281f73d4d5643bf completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f327480481909c4691fd3333e2ae completed March 27, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81f1d8af48190af856b5e2438781d completed March 28, 2026, 6:34 p.m.
NEDg Description generation batch_69c82076aa1481909898fd89a87d5214 completed March 28, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69c821f557e08190b39d15c7c7639408 completed March 28, 2026, 6:46 p.m.
Created at: March 27, 2026, 3:12 p.m.