Triple

T15548516
Position Surface form Disambiguated ID Type / Status
Subject M37 highway E370675 entity
Predicate formsPartOf P840 FINISHED
Object national road network of Turkmenistan
The national road network of Turkmenistan is the country’s system of major highways and roads that connects its cities, regions, and borders to support domestic transport and international transit.
 E1163857 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: national road network of Turkmenistan | Statement: [M37 highway, formsPartOf, national road network of Turkmenistan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: national road network of Turkmenistan
Context triple: [M37 highway, formsPartOf, national road network of Turkmenistan]
  • A. Turkish national road network
    The Turkish national road network is the countrywide system of major highways and roads that connects cities, regions, and borders across Turkey, supporting both domestic and international transport.
  • B. Afghanistan national highway network
    The Afghanistan national highway network is the country’s primary system of major roads that connects key cities and regions across its mountainous terrain.
  • C. Ashgabat–Türkmenbaşy highway
    The Ashgabat–Türkmenbaşy highway is a major Turkmenistan expressway linking the capital Ashgabat with the Caspian Sea port city of Türkmenbaşy, serving as a key east–west transportation corridor.
  • D. Turkmenhowayollary
    Turkmenhowayollary is the state-owned national airline of Turkmenistan, providing domestic and international air transport services.
  • E. Turkmen rail network
    The Turkmen rail network is the national railway system of Turkmenistan, linking major cities, industrial regions, and border crossings to support both domestic transport and international trade.
  • 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: national road network of Turkmenistan
Triple: [M37 highway, formsPartOf, national road network of Turkmenistan]
Generated description
The national road network of Turkmenistan is the country’s system of major highways and roads that connects its cities, regions, and borders to support domestic transport and international transit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: national road network of Turkmenistan
Target entity description: The national road network of Turkmenistan is the country’s system of major highways and roads that connects its cities, regions, and borders to support domestic transport and international transit.
  • A. Turkish national road network
    The Turkish national road network is the countrywide system of major highways and roads that connects cities, regions, and borders across Turkey, supporting both domestic and international transport.
  • B. Afghanistan national highway network
    The Afghanistan national highway network is the country’s primary system of major roads that connects key cities and regions across its mountainous terrain.
  • C. Ashgabat–Türkmenbaşy highway
    The Ashgabat–Türkmenbaşy highway is a major Turkmenistan expressway linking the capital Ashgabat with the Caspian Sea port city of Türkmenbaşy, serving as a key east–west transportation corridor.
  • D. Turkmenhowayollary
    Turkmenhowayollary is the state-owned national airline of Turkmenistan, providing domestic and international air transport services.
  • E. Turkmen rail network
    The Turkmen rail network is the national railway system of Turkmenistan, linking major cities, industrial regions, and border crossings to support both domestic transport and international trade.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04a93121881909d88ca55a39252ac completed April 16, 2026, 2:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff455c172c8190833274cb98667e84 completed May 9, 2026, 2:31 p.m.
NEDg Description generation batch_69ff469e47fc819099d08f780ad81bf5 completed May 9, 2026, 2:37 p.m.
NED2 Entity disambiguation (via description) batch_69ff47aeddac8190a87024019ecb1396 completed May 9, 2026, 2:41 p.m.
Created at: April 10, 2026, 4:08 a.m.