Triple
T10584695
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ethiopia–South Sudan border |
E249823
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Horn of Africa security complex |
E382758
|
NE FINISHED |
How this triple was built (2 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: Horn of Africa security complex | Statement: [Ethiopia–South Sudan border, partOf, Horn of Africa security complex]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Horn of Africa security complex Context triple: [Ethiopia–South Sudan border, partOf, Horn of Africa security complex]
-
A.
Horn of Africa conflicts
chosen
Horn of Africa conflicts refers to the overlapping civil wars, insurgencies, and interstate tensions in countries like Somalia, Ethiopia, and Eritrea that have made the region one of the most unstable and militarized in the world.
-
B.
African Peace and Security Architecture
The African Peace and Security Architecture is the African Union’s overarching framework for preventing, managing, and resolving conflicts across the African continent.
-
C.
African Peace Facility
The African Peace Facility was an EU funding instrument that supported African-led peace and security initiatives, including African Union peacekeeping operations and conflict prevention efforts.
-
D.
Ethiopian national security apparatus
The Ethiopian national security apparatus is the overarching system of military, intelligence, and law-enforcement institutions responsible for safeguarding Ethiopia’s internal stability, territorial integrity, and regime security.
-
E.
Sahel conflicts
Sahel conflicts are a series of overlapping armed struggles in the Sahel region of Africa involving jihadist insurgencies, communal violence, and state fragility that have created one of the world’s most severe humanitarian and security crises.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: April 6, 2026, 12:39 p.m.