Triple
T2389696
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Derna |
E48911
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Islamist insurgency in Libya |
E47032
|
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: Islamist insurgency in Libya | Statement: [Battle of Derna, relatedTo, Islamist insurgency in Libya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Islamist insurgency in Libya Context triple: [Battle of Derna, relatedTo, Islamist insurgency in Libya]
-
A.
Insurgency in the Maghreb
The Insurgency in the Maghreb is a prolonged, multifaceted conflict in North and West Africa involving jihadist groups, local insurgents, and state and international forces across the Sahel and surrounding regions.
-
B.
Boko Haram insurgency
The Boko Haram insurgency is a prolonged Islamist militant campaign in and around northeastern Nigeria marked by mass violence, abductions, and displacement of civilians.
-
C.
2011 Libyan Civil War
The 2011 Libyan Civil War was an armed conflict that led to the overthrow and death of longtime leader Muammar Gaddafi amid a broader wave of Arab Spring uprisings, involving both domestic rebel forces and international military intervention.
-
D.
Ansar al-Sharia in Libya
chosen
Ansar al-Sharia in Libya is a Salafi-jihadist militant group known for its role in post-Gaddafi instability, including the 2012 Benghazi attack and participation in Libya’s subsequent conflicts.
-
E.
Pacification of Libya
The Pacification of Libya was a brutal Italian colonial campaign in the early 20th century aimed at crushing Libyan resistance and consolidating Italian control through widespread repression and violence.
- 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_69a88aa5f63081908d07fd302029fcbd |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc7de1478819082238e8b8f88ed06 |
completed | March 7, 2026, 6:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aeb3d2ad588190a2cf3adab6a9404d |
completed | March 9, 2026, 11:49 a.m. |
Created at: March 4, 2026, 7:57 p.m.