Triple

T13456461
Position Surface form Disambiguated ID Type / Status
Subject Türkmenabat–Farap route E311246 entity
Predicate terminus P388 FINISHED
Object Farap border crossing area
The Farap border crossing area is a key international checkpoint on the Turkmenistan–Uzbekistan frontier, serving as a major transit hub for regional road traffic and trade.
 E1041546 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: Farap border crossing area | Statement: [Türkmenabat–Farap route, terminus, Farap border crossing area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Farap border crossing area
Context triple: [Türkmenabat–Farap route, terminus, Farap border crossing area]
  • A. Yalama border crossing
    Yalama border crossing is a key Azerbaijan–Russia land checkpoint located in the Khachmaz District of northeastern Azerbaijan.
  • B. Hili border crossing
    Hili border crossing is a key land port and customs checkpoint facilitating trade and travel between India and Bangladesh.
  • C. Taftan border crossing
    Taftan border crossing is a key land transit point between Pakistan and Iran, located near the town of Taftan in Balochistan.
  • D. Chaman border crossing
    Chaman border crossing is a major Pakistan–Afghanistan land border point in Balochistan, serving as a key route for trade, travel, and NATO supply logistics.
  • E. Argeen border crossing
    Argeen border crossing is a major land border checkpoint facilitating road travel and trade between Egypt and Sudan.
  • 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: Farap border crossing area
Triple: [Türkmenabat–Farap route, terminus, Farap border crossing area]
Generated description
The Farap border crossing area is a key international checkpoint on the Turkmenistan–Uzbekistan frontier, serving as a major transit hub for regional road traffic and trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Farap border crossing area
Target entity description: The Farap border crossing area is a key international checkpoint on the Turkmenistan–Uzbekistan frontier, serving as a major transit hub for regional road traffic and trade.
  • A. Yalama border crossing
    Yalama border crossing is a key Azerbaijan–Russia land checkpoint located in the Khachmaz District of northeastern Azerbaijan.
  • B. Hili border crossing
    Hili border crossing is a key land port and customs checkpoint facilitating trade and travel between India and Bangladesh.
  • C. Taftan border crossing
    Taftan border crossing is a key land transit point between Pakistan and Iran, located near the town of Taftan in Balochistan.
  • D. Chaman border crossing
    Chaman border crossing is a major Pakistan–Afghanistan land border point in Balochistan, serving as a key route for trade, travel, and NATO supply logistics.
  • E. Argeen border crossing
    Argeen border crossing is a major land border checkpoint facilitating road travel and trade between Egypt and Sudan.
  • 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.