Triple

T17857290
Position Surface form Disambiguated ID Type / Status
Subject Khanewal E445973 entity
Predicate roadConnection P385 FINISHED
Object M-4 Motorway (via nearby interchanges)
The M-4 Motorway is a major Pakistani expressway that links several key cities in Punjab, enhancing regional connectivity and reducing travel times between central and northern parts of the province.
E1292029 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: M-4 Motorway (via nearby interchanges) | Statement: [Khanewal, roadConnection, M-4 Motorway (via nearby interchanges)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M-4 Motorway (via nearby interchanges)
Context triple: [Khanewal, roadConnection, M-4 Motorway (via nearby interchanges)]
  • A. M4 motorway (nearby)
    The M4 motorway is a major road in the United Kingdom connecting London with South Wales and serving key towns and cities along its route.
  • 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. A4 motorway (nearby via connections)
    The A4 motorway is a major Dutch highway that forms part of the key north–south route connecting cities such as Amsterdam, The Hague, and Rotterdam.
  • 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: M-4 Motorway (via nearby interchanges)
Triple: [Khanewal, roadConnection, M-4 Motorway (via nearby interchanges)]
Generated description
The M-4 Motorway is a major Pakistani expressway that links several key cities in Punjab, enhancing regional connectivity and reducing travel times between central and northern parts of the province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M-4 Motorway (via nearby interchanges)
Target entity description: The M-4 Motorway is a major Pakistani expressway that links several key cities in Punjab, enhancing regional connectivity and reducing travel times between central and northern parts of the province.
  • A. M4 motorway (nearby)
    The M4 motorway is a major road in the United Kingdom connecting London with South Wales and serving key towns and cities along its route.
  • 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. A4 motorway (nearby via connections)
    The A4 motorway is a major Dutch highway that forms part of the key north–south route connecting cities such as Amsterdam, The Hague, and Rotterdam.
  • 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_69d8b9f26f18819089c9e43250bee6ae completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4978d05708190838386d37eb157bc completed April 19, 2026, 8:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a030c62097c8190a52994d2806cb54a completed May 12, 2026, 11:17 a.m.
NEDg Description generation batch_6a030d0529f081908d5fd390af9d6bb7 completed May 12, 2026, 11:20 a.m.
NED2 Entity disambiguation (via description) batch_6a030dbb23208190bb73c4f9cee76f73 completed May 12, 2026, 11:23 a.m.
Created at: April 10, 2026, 10:17 a.m.