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.