Triple

T16170420
Position Surface form Disambiguated ID Type / Status
Subject Somalia–Kenya border E392418 entity
Predicate hasCheckpoint P30109 FINISHED
Object Liboi border crossing
Liboi border crossing is a key land checkpoint between Kenya and Somalia, serving as an important route for cross-border travel, trade, and security operations in the region.
 E1197033 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: Liboi border crossing | Statement: [Somalia–Kenya border, hasCheckpoint, Liboi border crossing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liboi border crossing
Context triple: [Somalia–Kenya border, hasCheckpoint, Liboi border crossing]
  • A. Loitokitok border crossing
    Loitokitok border crossing is a land entry point between Kenya and Tanzania near the foothills of Mount Kilimanjaro, facilitating regional trade and travel.
  • B. 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.
  • C. Yalama border crossing
    Yalama border crossing is a key Azerbaijan–Russia land checkpoint located in the Khachmaz District of northeastern Azerbaijan.
  • D. 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.
  • E. 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.
  • 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: Liboi border crossing
Triple: [Somalia–Kenya border, hasCheckpoint, Liboi border crossing]
Generated description
Liboi border crossing is a key land checkpoint between Kenya and Somalia, serving as an important route for cross-border travel, trade, and security operations in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liboi border crossing
Target entity description: Liboi border crossing is a key land checkpoint between Kenya and Somalia, serving as an important route for cross-border travel, trade, and security operations in the region.
  • A. Loitokitok border crossing
    Loitokitok border crossing is a land entry point between Kenya and Tanzania near the foothills of Mount Kilimanjaro, facilitating regional trade and travel.
  • B. 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.
  • C. Yalama border crossing
    Yalama border crossing is a key Azerbaijan–Russia land checkpoint located in the Khachmaz District of northeastern Azerbaijan.
  • D. 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.
  • E. 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.
  • 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_69d87f1d32208190942e4e499a80c18c completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21eb6de30819083af54b50ae5ae51 completed April 17, 2026, 11:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7bd87f08190a9f2a1524e5db2ba completed May 10, 2026, 3:13 a.m.
NEDg Description generation batch_69fff82b34408190ac40018f940ae370 completed May 10, 2026, 3:14 a.m.
NED2 Entity disambiguation (via description) batch_69fff8905ce48190b99f8cc3504efba2 completed May 10, 2026, 3:16 a.m.
Created at: April 10, 2026, 5:02 a.m.