Triple

T16170410
Position Surface form Disambiguated ID Type / Status
Subject Somalia–Kenya border E392418 entity
Predicate borderControlMeasure P121973 FINISHED
Object Kenya security barrier project
The Kenya security barrier project is a fortified border wall and fence system constructed by Kenya along its frontier with Somalia to curb cross-border terrorism, smuggling, and illegal migration.
E1197031 NE FINISHED

How this triple was built (5 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: Kenya security barrier project | Statement: [Somalia–Kenya border, borderControlMeasure, Kenya security barrier project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kenya security barrier project
Context triple: [Somalia–Kenya border, borderControlMeasure, Kenya security barrier project]
  • A. Kenya Vision 2030
    Kenya Vision 2030 is Kenya’s long-term national development blueprint aimed at transforming the country into a newly industrializing, middle-income nation providing a high quality of life to all its citizens by the year 2030.
  • B. Uganda–Kenya interconnection
    The Uganda–Kenya interconnection is a high-voltage cross-border transmission link that enables electricity trade and grid stability between Uganda and Kenya.
  • C. Kogelo, Kenya
    Kogelo, Kenya is a rural village in Siaya County best known internationally as the ancestral home of former U.S. President Barack Obama’s family.
  • D. Kenya–Tanzania border
    The Kenya–Tanzania border is an international boundary in East Africa that cuts across savannahs and volcanic landscapes, passing near major wildlife areas such as Amboseli and Serengeti.
  • E. Uganda–Tanzania interconnection
    The Uganda–Tanzania interconnection is a cross-border high-voltage transmission project linking the electricity grids of Uganda and Tanzania to enhance regional power trade and reliability.
  • 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: Kenya security barrier project
Triple: [Somalia–Kenya border, borderControlMeasure, Kenya security barrier project]
Generated description
The Kenya security barrier project is a fortified border wall and fence system constructed by Kenya along its frontier with Somalia to curb cross-border terrorism, smuggling, and illegal migration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kenya security barrier project
Target entity description: The Kenya security barrier project is a fortified border wall and fence system constructed by Kenya along its frontier with Somalia to curb cross-border terrorism, smuggling, and illegal migration.
  • A. Kenya Vision 2030
    Kenya Vision 2030 is Kenya’s long-term national development blueprint aimed at transforming the country into a newly industrializing, middle-income nation providing a high quality of life to all its citizens by the year 2030.
  • B. Uganda–Kenya interconnection
    The Uganda–Kenya interconnection is a high-voltage cross-border transmission link that enables electricity trade and grid stability between Uganda and Kenya.
  • C. Kogelo, Kenya
    Kogelo, Kenya is a rural village in Siaya County best known internationally as the ancestral home of former U.S. President Barack Obama’s family.
  • D. Kenya–Tanzania border
    The Kenya–Tanzania border is an international boundary in East Africa that cuts across savannahs and volcanic landscapes, passing near major wildlife areas such as Amboseli and Serengeti.
  • E. Uganda–Tanzania interconnection
    The Uganda–Tanzania interconnection is a cross-border high-voltage transmission project linking the electricity grids of Uganda and Tanzania to enhance regional power trade and reliability.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: borderControlMeasure
Context triple: [Somalia–Kenya border, borderControlMeasure, Kenya security barrier project]
  • A. borderControlSide
    Indicates that one entity is positioned on or associated with a particular side or segment of a border control area or checkpoint.
  • B. borderControls
    Indicates that one entity enforces or administers border control measures over another entity or at a specific boundary.
  • C. hasBorderControlIssues
    Indicates that there are problems, weaknesses, or irregularities in the enforcement or management of border controls between entities.
  • D. borderStation
    Indicates a facility or checkpoint located at or near a border where cross-boundary movement, control, or processing of people or goods occurs.
  • E. borderPostIs
    Indicates that one entity functions as a border post associated with or located at another entity.
  • F. None of above. chosen

Provenance (7 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.
PD Predicate disambiguation batch_69e219d642708190ba31a90dce76a210 completed April 17, 2026, 11:30 a.m.
PDg Predicate description generation batch_69e21e55a2388190b29a045a8c608ba4 completed April 17, 2026, 11:49 a.m.
Created at: April 10, 2026, 5:02 a.m.