Triple

T2939826
Position Surface form Disambiguated ID Type / Status
Subject Turkmenabat E79357 entity
Predicate roadConnectionVia P9041 FINISHED
Object M37 highway
The M37 highway is a major east–west road in Turkmenistan that forms part of the Central Asian route linking the country’s key cities and connecting it to neighboring states.
E370675 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: M37 highway | Statement: [Turkmenabat, roadConnectionVia, M37 highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M37 highway
Context triple: [Turkmenabat, roadConnectionVia, M37 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-7 highway
    The M-7 highway is a major federal road in Russia that connects Moscow with key cities in the Volga region and further toward the Ural area, serving as an important eastward transport corridor.
  • C. M-8 highway
    The M-8 highway is a major Russian federal road that connects Moscow with the northern city of Arkhangelsk, serving as a key transport corridor through the central and northern regions of European Russia.
  • D. M27 motorway
    The M27 motorway is a major road in southern England that runs east–west along the south coast, linking the New Forest area with Southampton and Portsmouth.
  • E. M-28 highway
    M-28 highway is a major east–west state trunkline in Michigan’s Upper Peninsula that serves as a key transportation route across the region.
  • 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: M37 highway
Triple: [Turkmenabat, roadConnectionVia, M37 highway]
Generated description
The M37 highway is a major east–west road in Turkmenistan that forms part of the Central Asian route linking the country’s key cities and connecting it to neighboring states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M37 highway
Target entity description: The M37 highway is a major east–west road in Turkmenistan that forms part of the Central Asian route linking the country’s key cities and connecting it to neighboring states.
  • 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-7 highway
    The M-7 highway is a major federal road in Russia that connects Moscow with key cities in the Volga region and further toward the Ural area, serving as an important eastward transport corridor.
  • C. M-8 highway
    The M-8 highway is a major Russian federal road that connects Moscow with the northern city of Arkhangelsk, serving as a key transport corridor through the central and northern regions of European Russia.
  • D. M27 motorway
    The M27 motorway is a major road in southern England that runs east–west along the south coast, linking the New Forest area with Southampton and Portsmouth.
  • E. M-28 highway
    M-28 highway is a major east–west state trunkline in Michigan’s Upper Peninsula that serves as a key transportation route across the region.
  • 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_69ad8b0fbab081908f6a61567c045d8d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad986d9a248190927efc1a0c7d247f completed March 8, 2026, 3:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b402b6f23081909aea1345a2938113 completed March 13, 2026, 12:27 p.m.
NEDg Description generation batch_69b406bfa0588190a20d862a6f788c90 completed March 13, 2026, 12:44 p.m.
NED2 Entity disambiguation (via description) batch_69b4086ab034819086c5fa7d4b172d75 completed March 13, 2026, 12:51 p.m.
Created at: March 8, 2026, 2:56 p.m.