Triple

T10584690
Position Surface form Disambiguated ID Type / Status
Subject Ethiopia–South Sudan border E249823 entity
Predicate hasBorderCrossing P4105 FINISHED
Object Pagak border crossing
Pagak border crossing is a key land entry point between Ethiopia and South Sudan, serving as an important route for trade, travel, and humanitarian movement in the region.
 E873173 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: Pagak border crossing | Statement: [Ethiopia–South Sudan border, hasBorderCrossing, Pagak border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pagak border crossing
Context triple: [Ethiopia–South Sudan border, hasBorderCrossing, Pagak border crossing]
  • A. Yalama border crossing
    Yalama border crossing is a key Azerbaijan–Russia land checkpoint located in the Khachmaz District of northeastern Azerbaijan.
  • B. 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.
  • C. Hili border crossing
    Hili border crossing is a key land port and customs checkpoint facilitating trade and travel between India and Bangladesh.
  • D. Skilpadshek Border Post
    Skilpadshek Border Post is a major road border crossing between South Africa and Botswana that serves as a key gateway on the Trans-Kalahari Corridor for regional trade and transport.
  • E. Taftan border crossing
    Taftan border crossing is a key land transit point between Pakistan and Iran, located near the town of Taftan in Balochistan.
  • 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: Pagak border crossing
Triple: [Ethiopia–South Sudan border, hasBorderCrossing, Pagak border crossing]
Generated description
Pagak border crossing is a key land entry point between Ethiopia and South Sudan, serving as an important route for trade, travel, and humanitarian movement in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pagak border crossing
Target entity description: Pagak border crossing is a key land entry point between Ethiopia and South Sudan, serving as an important route for trade, travel, and humanitarian movement in the region.
  • A. Yalama border crossing
    Yalama border crossing is a key Azerbaijan–Russia land checkpoint located in the Khachmaz District of northeastern Azerbaijan.
  • B. 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.
  • C. Hili border crossing
    Hili border crossing is a key land port and customs checkpoint facilitating trade and travel between India and Bangladesh.
  • D. Skilpadshek Border Post
    Skilpadshek Border Post is a major road border crossing between South Africa and Botswana that serves as a key gateway on the Trans-Kalahari Corridor for regional trade and transport.
  • E. Taftan border crossing
    Taftan border crossing is a key land transit point between Pakistan and Iran, located near the town of Taftan in Balochistan.
  • 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_69d94b820330819090ed70c6ba29b5c2 completed April 10, 2026, 7:12 p.m.
NEDg Description generation batch_69d94d67e16481908efb939a3e65004c completed April 10, 2026, 7:20 p.m.
NED2 Entity disambiguation (via description) batch_69d95227a1f48190ab847606a9ae0500 completed April 10, 2026, 7:40 p.m.
Created at: April 6, 2026, 12:39 p.m.