Triple

T11086429
Position Surface form Disambiguated ID Type / Status
Subject Egypt–Sudan border E262130 entity
Predicate hasCheckpoint P30109 FINISHED
Object Qustul border crossing
Qustul border crossing is a key land checkpoint facilitating travel and trade between Egypt and Sudan.
 E904029 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: Qustul border crossing | Statement: [Egypt–Sudan border, hasCheckpoint, Qustul border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Qustul border crossing
Context triple: [Egypt–Sudan border, hasCheckpoint, Qustul border crossing]
  • A. Doirani border crossing
    Doirani border crossing is a road checkpoint on the Greece–North Macedonia border that facilitates cross-border travel and trade near Lake Doirani.
  • 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. Yalama border crossing
    Yalama border crossing is a key Azerbaijan–Russia land checkpoint located in the Khachmaz District of northeastern Azerbaijan.
  • E. 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.
  • 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: Qustul border crossing
Triple: [Egypt–Sudan border, hasCheckpoint, Qustul border crossing]
Generated description
Qustul border crossing is a key land checkpoint facilitating travel and trade between Egypt and Sudan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Qustul border crossing
Target entity description: Qustul border crossing is a key land checkpoint facilitating travel and trade between Egypt and Sudan.
  • A. Doirani border crossing
    Doirani border crossing is a road checkpoint on the Greece–North Macedonia border that facilitates cross-border travel and trade near Lake Doirani.
  • 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. Yalama border crossing
    Yalama border crossing is a key Azerbaijan–Russia land checkpoint located in the Khachmaz District of northeastern Azerbaijan.
  • E. 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.
  • 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_69d6aa9983c08190b0ef61603b69feac completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d799c3ed9c8190a3f5cdf1fe0e74a2 completed April 9, 2026, 12:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3e7a6dfa8819096f822294eb64dd1 completed April 18, 2026, 8:20 p.m.
NEDg Description generation batch_69e3f2cafc008190a3504999297f1e4e completed April 18, 2026, 9:08 p.m.
NED2 Entity disambiguation (via description) batch_69e3f488819081908f9a4225279cde6b completed April 18, 2026, 9:15 p.m.
Created at: April 8, 2026, 9:27 p.m.