Triple

T687445
Position Surface form Disambiguated ID Type / Status
Subject Moscow Oblast E13313 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object M-4 highway
The M-4 highway is a major Russian federal motorway that connects Moscow with the southern regions and Black Sea coast, serving as a key transport corridor for both passenger and freight traffic.
E171038 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 highway | Statement: [Moscow Oblast, hasTransportInfrastructure, M-4 highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M-4 highway
Context triple: [Moscow Oblast, hasTransportInfrastructure, M-4 highway]
  • A. M-3 highway
    The M-3 highway is a major Russian federal road that connects Moscow with the southwestern regions of the country and onward toward the border with Ukraine.
  • B. M-1 highway
    The M-1 highway is a major Russian federal road that connects Moscow with the border of Belarus as part of the international route between Moscow and Western Europe.
  • C. A-49 motorway
    The A-49 motorway is a German autobahn in the state of Hesse that links the city of Kassel with the Schwalm-Eder region and is planned to be extended further south.
  • D. N1 highway
    The N1 highway is a major national route in South Africa that runs roughly north–south, linking Cape Town with Johannesburg, Pretoria, and the Zimbabwean border.
  • E. M80 motorway
    The M80 motorway is a major road in Scotland connecting Glasgow to Stirling and forming part of the primary route between central Scotland and the north.
  • 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 highway
Triple: [Moscow Oblast, hasTransportInfrastructure, M-4 highway]
Generated description
The M-4 highway is a major Russian federal motorway that connects Moscow with the southern regions and Black Sea coast, serving as a key transport corridor for both passenger and freight traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M-4 highway
Target entity description: The M-4 highway is a major Russian federal motorway that connects Moscow with the southern regions and Black Sea coast, serving as a key transport corridor for both passenger and freight traffic.
  • A. M-3 highway
    The M-3 highway is a major Russian federal road that connects Moscow with the southwestern regions of the country and onward toward the border with Ukraine.
  • B. M-1 highway
    The M-1 highway is a major Russian federal road that connects Moscow with the border of Belarus as part of the international route between Moscow and Western Europe.
  • C. A-49 motorway
    The A-49 motorway is a German autobahn in the state of Hesse that links the city of Kassel with the Schwalm-Eder region and is planned to be extended further south.
  • D. N1 highway
    The N1 highway is a major national route in South Africa that runs roughly north–south, linking Cape Town with Johannesburg, Pretoria, and the Zimbabwean border.
  • E. M80 motorway
    The M80 motorway is a major road in Scotland connecting Glasgow to Stirling and forming part of the primary route between central Scotland and the north.
  • 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_69a4933e0f98819097d22766c49b61b8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a0953fb481909e1d4177ee191351 completed March 1, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1c88f89481908914e4f4c36cd009 completed March 8, 2026, 6:51 a.m.
NEDg Description generation batch_69ad1cfdd8788190b3c9f6e0d49ec350 completed March 8, 2026, 6:53 a.m.
NED2 Entity disambiguation (via description) batch_69ad1d75f4f8819090c397a4b2d3f839 completed March 8, 2026, 6:55 a.m.
Created at: March 1, 2026, 7:36 p.m.