Triple

T21144892
Position Surface form Disambiguated ID Type / Status
Subject Iran–Azerbaijan border E521026 entity
Predicate hasBorderCrossing P4105 FINISHED
Object Norduz border crossing
Norduz border crossing is a key land checkpoint and transit route between Iran and the Nakhchivan Autonomous Republic of Azerbaijan, facilitating regional trade and travel.
 E1471459 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: Norduz border crossing | Statement: [Iran–Azerbaijan border, hasBorderCrossing, Norduz border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Norduz border crossing
Context triple: [Iran–Azerbaijan border, hasBorderCrossing, Norduz border crossing]
  • A. Ishkashim border crossing
    The Ishkashim border crossing is a remote mountain checkpoint linking Afghanistan and Tajikistan in the Wakhan region, serving as a key local gateway for trade and travel across the Panj River.
  • B. Qustul border crossing
    Qustul border crossing is a key land checkpoint facilitating travel and trade between Egypt and Sudan.
  • C. Gürbulak border crossing
    Gürbulak border crossing is a major land border checkpoint between Turkey and Iran, serving as an important route for regional trade and travel in eastern Turkey.
  • D. Incheh Borun border crossing
    Incheh Borun border crossing is a key land gateway between Iran and Turkmenistan used for regional trade and passenger transit in northeastern Iran.
  • E. Sallum border crossing
    Sallum border crossing is a key land border checkpoint between Egypt and Libya, serving as a major route for regional trade and travel across North Africa.
  • 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: Norduz border crossing
Triple: [Iran–Azerbaijan border, hasBorderCrossing, Norduz border crossing]
Generated description
Norduz border crossing is a key land checkpoint and transit route between Iran and the Nakhchivan Autonomous Republic of Azerbaijan, facilitating regional trade and travel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Norduz border crossing
Target entity description: Norduz border crossing is a key land checkpoint and transit route between Iran and the Nakhchivan Autonomous Republic of Azerbaijan, facilitating regional trade and travel.
  • A. Ishkashim border crossing
    The Ishkashim border crossing is a remote mountain checkpoint linking Afghanistan and Tajikistan in the Wakhan region, serving as a key local gateway for trade and travel across the Panj River.
  • B. Qustul border crossing
    Qustul border crossing is a key land checkpoint facilitating travel and trade between Egypt and Sudan.
  • C. Gürbulak border crossing
    Gürbulak border crossing is a major land border checkpoint between Turkey and Iran, serving as an important route for regional trade and travel in eastern Turkey.
  • D. Incheh Borun border crossing
    Incheh Borun border crossing is a key land gateway between Iran and Turkmenistan used for regional trade and passenger transit in northeastern Iran.
  • E. Sallum border crossing
    Sallum border crossing is a key land border checkpoint between Egypt and Libya, serving as a major route for regional trade and travel across North Africa.
  • 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_69e0b50c6a848190a4e525a77a319b8a completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e723fcdb7c8190ae04d6ad9dff3187 completed April 21, 2026, 7:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a097ebd00c88190a0870576b562e96d completed May 17, 2026, 8:39 a.m.
NEDg Description generation batch_6a097f61ad008190bcbf64326356b857 completed May 17, 2026, 8:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0980a602908190a2cbcbae9b8d8bf2 completed May 17, 2026, 8:47 a.m.
Created at: April 16, 2026, 2:57 p.m.