Triple
T1939795
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Military Academy, Benghazi |
E41525
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Libyan Armed Forces |
E216939
|
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: Libyan Armed Forces | Statement: [Royal Military Academy, Benghazi, partOf, Libyan Armed Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Libyan Armed Forces Context triple: [Royal Military Academy, Benghazi, partOf, Libyan Armed Forces]
-
A.
Libyan Army
chosen
The Libyan Army was the national land warfare branch of Libya’s armed forces that played a central role in Muammar Gaddafi’s rise to power and in the country’s subsequent military and political history.
-
B.
Libyan National Army
The Libyan National Army is a faction led by General Khalifa Haftar that controls large parts of eastern Libya and has been a key military and political force in the country’s post-2011 conflict.
-
C.
Libyan Air Force
The Libyan Air Force is the aerial warfare branch of Libya's military, historically operating a mix of Soviet, Western, and locally modified aircraft and helicopters.
-
D.
Sudan Defence Force
The Sudan Defence Force was a British-organized colonial military force in Anglo-Egyptian Sudan that played a key role in regional security and campaigns during the early to mid-20th century, including World War II.
-
E.
Armed Forces of Liberia
The Armed Forces of Liberia is the national military of Liberia, historically involved in the country’s civil conflicts and now focused on defense, peacekeeping, and supporting national stability.
- 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_69a88649b24c819080047f26b6db2ded |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb2ca385c8190ad0e4bafbb9b5e5c |
completed | March 7, 2026, 5:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbb7616881908bfc82997538ca08 |
completed | March 8, 2026, 10:44 p.m. |
Created at: March 4, 2026, 7:36 p.m.