Triple
T2144539
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Misrata militias |
E47033
|
entity |
| Predicate | opposed |
P437
|
FINISHED |
| Object | Libyan National Army (LNA) |
E46545
|
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 National Army (LNA) | Statement: [Misrata militias, opposed, Libyan National Army (LNA)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Libyan National Army (LNA) Context triple: [Misrata militias, opposed, Libyan National Army (LNA)]
-
A.
Libyan National Army
chosen
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.
-
B.
Libyan Army
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.
-
C.
Libya Dawn coalition
The Libya Dawn coalition was an alliance of mainly Islamist-leaning militias and political factions that emerged during the Libyan civil conflict to contest control of the country’s institutions and territory.
-
D.
Zintan militias
The Zintan militias are powerful armed groups from the town of Zintan in western Libya, known for their significant military and political influence during and after the fall of Muammar Gaddafi.
-
E.
Ansar Dine
Ansar Dine is a Mali-based Islamist militant group linked to al-Qaeda that has sought to impose strict Sharia law and played a major role in the 2012 insurgency in northern Mali.
- 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_69a88a1933e0819094f18426ed74180f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe223f848190a60bd0f15aed1021 |
completed | March 7, 2026, 5:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea8578f708190be9f952e905eb6be |
completed | March 9, 2026, 11 a.m. |
Created at: March 4, 2026, 7:44 p.m.