Triple

T13456443
Position Surface form Disambiguated ID Type / Status
Subject Türkmenabat–Kerki line E311245 entity
Predicate operator P179 FINISHED
Object Türkmendemirýollary
Türkmendemirýollary is the state-owned national railway company of Turkmenistan responsible for operating and managing the country’s rail transport network.
 E1041543 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: Türkmendemirýollary | Statement: [Türkmenabat–Kerki line, operator, Türkmendemirýollary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Türkmendemirýollary
Context triple: [Türkmenabat–Kerki line, operator, Türkmendemirýollary]
  • A. Rumelifeneri
    Rumelifeneri is a coastal village and historic lighthouse area on the European side of the Bosphorus in Istanbul, Turkey.
  • B. Bozkurtlar
    Bozkurtlar is the Turkish name for the Grey Wolves, a Turkish ultranationalist organization known for its far-right ideology and militant activities.
  • C. Korkuteli
    Korkuteli is a town and district in southwestern Turkey known for its agricultural production and cooler highland climate compared to the coastal areas of Antalya Province.
  • D. Oğuzeli
    Oğuzeli is a town and district in Gaziantep Province in southeastern Turkey, known for its proximity to Gaziantep Oğuzeli International Airport and its role in the region’s agricultural and local trade activities.
  • E. Turkmeneli
    Turkmeneli is a culturally distinct region in northern Iraq traditionally inhabited by the Iraqi Turkmen minority, known for its unique Turkmen heritage, language, and traditions.
  • 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: Türkmendemirýollary
Triple: [Türkmenabat–Kerki line, operator, Türkmendemirýollary]
Generated description
Türkmendemirýollary is the state-owned national railway company of Turkmenistan responsible for operating and managing the country’s rail transport network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Türkmendemirýollary
Target entity description: Türkmendemirýollary is the state-owned national railway company of Turkmenistan responsible for operating and managing the country’s rail transport network.
  • A. Rumelifeneri
    Rumelifeneri is a coastal village and historic lighthouse area on the European side of the Bosphorus in Istanbul, Turkey.
  • B. Bozkurtlar
    Bozkurtlar is the Turkish name for the Grey Wolves, a Turkish ultranationalist organization known for its far-right ideology and militant activities.
  • C. Korkuteli
    Korkuteli is a town and district in southwestern Turkey known for its agricultural production and cooler highland climate compared to the coastal areas of Antalya Province.
  • D. Oğuzeli
    Oğuzeli is a town and district in Gaziantep Province in southeastern Turkey, known for its proximity to Gaziantep Oğuzeli International Airport and its role in the region’s agricultural and local trade activities.
  • E. Turkmeneli
    Turkmeneli is a culturally distinct region in northern Iraq traditionally inhabited by the Iraqi Turkmen minority, known for its unique Turkmen heritage, language, and traditions.
  • 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf0a75008190a508060c85f73604 completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7399e33008190b10c14f30ff0c0d2 completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73e59f4d88190b13904a347072cdd completed May 3, 2026, 12:23 p.m.
NED2 Entity disambiguation (via description) batch_69f73ece474c81909007cf1330a5b8c1 completed May 3, 2026, 12:25 p.m.
Created at: April 9, 2026, 9:41 p.m.