Triple
T15786782
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Puntland–Somaliland conflict |
E382756
|
entity |
| Predicate | involves |
P1256
|
FINISHED |
| Object | Puntland Security Forces |
E382752
|
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: Puntland Security Forces | Statement: [Puntland–Somaliland conflict, involves, Puntland Security Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Puntland Security Forces Context triple: [Puntland–Somaliland conflict, involves, Puntland Security Forces]
-
A.
Puntland forces
chosen
Puntland forces are the regional military and security units of the autonomous Puntland State in northeastern Somalia, involved in various phases of the Somali Civil War and local security operations.
-
B.
Puntland Intelligence and Security Agency
The Puntland Intelligence and Security Agency is the main intelligence and security service of the autonomous Puntland region in northeastern Somalia, responsible for counterterrorism, internal security, and intelligence operations.
-
C.
Somali Armed Forces
The Somali Armed Forces are the national military of Somalia, responsible for the country’s defense and security across land, air, and maritime domains.
-
D.
Somali National Army
The Somali National Army is the principal land warfare branch of Somalia’s armed forces, responsible for national defense and internal security amid the country’s ongoing stabilization and counterinsurgency efforts.
-
E.
Puntland Ministry of Security
The Puntland Ministry of Security is the regional government body responsible for overseeing internal security, law enforcement, and the coordination of security forces in Somalia’s Puntland State.
- 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_69d86da16e188190b89af699f1ed0bfe |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0540380448190a025338f0e62e6d1 |
completed | April 16, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb036ee7c8190a8b8da79589ebec0 |
completed | May 9, 2026, 10:07 p.m. |
Created at: April 10, 2026, 4:48 a.m.