Triple
T15786470
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Somali National Movement |
E382749
|
entity |
| Predicate | notableOperation |
P2336
|
FINISHED |
| Object | 1988 Burao offensive |
E1176163
|
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: 1988 Burao offensive | Statement: [Somali National Movement, notableOperation, 1988 Burao offensive]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 1988 Burao offensive Context triple: [Somali National Movement, notableOperation, 1988 Burao offensive]
-
A.
1988 Hargeisa offensive
The 1988 Hargeisa offensive was a major military campaign during the Somali Civil War in which rebel forces attacked and briefly captured the city of Hargeisa, prompting a brutal government counteroffensive and widespread destruction.
-
B.
Battle of Mogadishu
The Battle of Mogadishu was a 1993 urban combat engagement in Somalia between U.S.-led forces and Somali militiamen that resulted in heavy casualties and became one of the most infamous incidents of American military intervention in the post–Cold War era.
-
C.
Burao fighting
chosen
Burao fighting refers to a key series of clashes in and around the city of Burao that played a pivotal role in the struggle leading to Somaliland’s eventual declaration of independence from Somalia.
-
D.
Battle of Faya-Largeau (1980)
The Battle of Faya-Largeau (1980) was a key Cold War-era clash in northern Chad in which Libyan-backed forces seized the strategic town of Faya-Largeau, significantly escalating Libyan involvement in the Chadian civil war.
-
E.
1988 bombardment of Hargeisa
The 1988 bombardment of Hargeisa was a devastating aerial and artillery campaign by the Somali government that destroyed much of the city and caused massive civilian casualties and displacement during the conflict in northern Somalia.
- 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_69ff9987140c8190a50da103905a7930 |
completed | May 9, 2026, 8:31 p.m. |
Created at: April 10, 2026, 4:48 a.m.