Triple

T10584691
Position Surface form Disambiguated ID Type / Status
Subject Ethiopia–South Sudan border E249823 entity
Predicate hasBorderCrossing P4105 FINISHED
Object Akobo border crossing
Akobo border crossing is a remote frontier point linking Ethiopia and South Sudan, primarily used for local trade and movement between communities on both sides of the border.
 E873767 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: Akobo border crossing | Statement: [Ethiopia–South Sudan border, hasBorderCrossing, Akobo border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Akobo border crossing
Context triple: [Ethiopia–South Sudan border, hasBorderCrossing, Akobo border crossing]
  • A. Pandamatenga border crossing
    Pandamatenga border crossing is a land border post between Botswana and Zimbabwe that serves as a gateway for regional road traffic and trade in the Pandamatenga area.
  • B. Yalama border crossing
    Yalama border crossing is a key Azerbaijan–Russia land checkpoint located in the Khachmaz District of northeastern Azerbaijan.
  • C. Kazungula border crossing
    The Kazungula border crossing is a key southern African transit point and bridge complex over the Zambezi River that links Botswana and Zimbabwe and facilitates regional trade and travel.
  • D. Hili border crossing
    Hili border crossing is a key land port and customs checkpoint facilitating trade and travel between India and Bangladesh.
  • E. Taba Border Crossing
    Taba Border Crossing is a key international checkpoint between Israel and Egypt near the Red Sea resort areas of Eilat and Taba, serving tourists and regional travelers.
  • 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: Akobo border crossing
Triple: [Ethiopia–South Sudan border, hasBorderCrossing, Akobo border crossing]
Generated description
Akobo border crossing is a remote frontier point linking Ethiopia and South Sudan, primarily used for local trade and movement between communities on both sides of the border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Akobo border crossing
Target entity description: Akobo border crossing is a remote frontier point linking Ethiopia and South Sudan, primarily used for local trade and movement between communities on both sides of the border.
  • A. Pandamatenga border crossing
    Pandamatenga border crossing is a land border post between Botswana and Zimbabwe that serves as a gateway for regional road traffic and trade in the Pandamatenga area.
  • B. Yalama border crossing
    Yalama border crossing is a key Azerbaijan–Russia land checkpoint located in the Khachmaz District of northeastern Azerbaijan.
  • C. Kazungula border crossing
    The Kazungula border crossing is a key southern African transit point and bridge complex over the Zambezi River that links Botswana and Zimbabwe and facilitates regional trade and travel.
  • D. Hili border crossing
    Hili border crossing is a key land port and customs checkpoint facilitating trade and travel between India and Bangladesh.
  • E. Taba Border Crossing
    Taba Border Crossing is a key international checkpoint between Israel and Egypt near the Red Sea resort areas of Eilat and Taba, serving tourists and regional travelers.
  • 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_69d381c9d3d48190a29ee491e1696a0e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d52768da9c8190add1db88bf2e16ea completed April 7, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69d95e7df88081908e3d77f357f176e3 completed April 10, 2026, 8:33 p.m.
NEDg Description generation batch_69d95f97669881908b54ebcd1a7c6b34 completed April 10, 2026, 8:37 p.m.
NED2 Entity disambiguation (via description) batch_69d9602748608190b0c971accf44b7aa completed April 10, 2026, 8:40 p.m.
Created at: April 6, 2026, 12:39 p.m.