Triple
T10303455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Zawiya (2011) |
E241689
|
entity |
| Predicate | involves |
P1256
|
FINISHED |
| Object | Libyan government security 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 government security forces | Statement: [Battle of Zawiya (2011), involves, Libyan government security forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Libyan government security forces Context triple: [Battle of Zawiya (2011), involves, Libyan government security forces]
-
A.
Libyan Armed Forces
The Libyan Armed Forces are the national military organization of Libya, encompassing its land, air, and naval branches responsible for the country’s defense and security.
-
B.
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.
-
C.
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.
-
D.
Libyan government
The Libyan government is the central political authority of Libya, responsible for administering the country’s affairs, enforcing laws, and managing national resources and institutions.
-
E.
Tunisian security forces
Tunisian security forces are the state’s police, military, and intelligence bodies responsible for maintaining internal security, public order, and national defense in Tunisia.
- 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_69d381ac38808190a8ca7457c85b625b |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d30846108190875042ab1c0204e0 |
completed | April 7, 2026, 9:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71d4f6c30819098bcdc77ba1836c3 |
completed | April 9, 2026, 3:30 a.m. |
Created at: April 6, 2026, 11:45 a.m.