Triple

T13187345
Position Surface form Disambiguated ID Type / Status
Subject Balkan welaýaty E313890 entity
Predicate hasBorderWith P224 FINISHED
Object Ahal welaýaty
Ahal welaýaty is a central province of Turkmenistan that includes the nation’s capital, Ashgabat, and encompasses parts of the Karakum Desert.
 E1026049 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: Ahal welaýaty | Statement: [Balkan welaýaty, hasBorderWith, Ahal welaýaty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ahal welaýaty
Context triple: [Balkan welaýaty, hasBorderWith, Ahal welaýaty]
  • A. Lawāʾiḥ
    Lawāʾiḥ is a seminal Persian Sufi work by Jami that presents mystical and philosophical reflections on divine love and spiritual reality.
  • B. Devlet
    Devlet is a Turkish masculine given name most prominently associated with politician Devlet Bahçeli, leader of the Nationalist Movement Party (MHP).
  • C. Yallahs
    Yallahs is a coastal town in southeastern Jamaica known for its proximity to Kingston and its role as a local commercial and residential center in St. Thomas Parish.
  • D. Bir Tawil
    Bir Tawil is a small, uninhabited trapezoid-shaped area between Egypt and Sudan that is notable for being one of the few pieces of land on Earth claimed by neither country.
  • E. Nawalane
    Nawalane is a residential neighborhood located within the Lyari area of Karachi, Pakistan.
  • 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: Ahal welaýaty
Triple: [Balkan welaýaty, hasBorderWith, Ahal welaýaty]
Generated description
Ahal welaýaty is a central province of Turkmenistan that includes the nation’s capital, Ashgabat, and encompasses parts of the Karakum Desert.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ahal welaýaty
Target entity description: Ahal welaýaty is a central province of Turkmenistan that includes the nation’s capital, Ashgabat, and encompasses parts of the Karakum Desert.
  • A. Lawāʾiḥ
    Lawāʾiḥ is a seminal Persian Sufi work by Jami that presents mystical and philosophical reflections on divine love and spiritual reality.
  • B. Devlet
    Devlet is a Turkish masculine given name most prominently associated with politician Devlet Bahçeli, leader of the Nationalist Movement Party (MHP).
  • C. Yallahs
    Yallahs is a coastal town in southeastern Jamaica known for its proximity to Kingston and its role as a local commercial and residential center in St. Thomas Parish.
  • D. Bir Tawil
    Bir Tawil is a small, uninhabited trapezoid-shaped area between Egypt and Sudan that is notable for being one of the few pieces of land on Earth claimed by neither country.
  • E. Nawalane
    Nawalane is a residential neighborhood located within the Lyari area of Karachi, Pakistan.
  • 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_69d806ae1e08819090d95bfe1538cc17 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c4b663c8190b0b18f0785f7b57d completed April 10, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6f5f7a304819081c4f51631948cbd completed May 3, 2026, 7:15 a.m.
NEDg Description generation batch_69f6f694f8c48190adce4cddbf63777f completed May 3, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_69f6f7d8bfa0819097b3d9175bc56933 completed May 3, 2026, 7:23 a.m.
Created at: April 9, 2026, 9:15 p.m.