Triple
T9999185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2012 Benghazi attack |
E197279
|
entity |
| Predicate | suspectedPerpetrator |
P21177
|
FINISHED |
| Object | Ansar al-Sharia (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: Ansar al-Sharia (Libya) | Statement: [2012 Benghazi attack, suspectedPerpetrator, Ansar al-Sharia (Libya)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ansar al-Sharia (Libya) Context triple: [2012 Benghazi attack, suspectedPerpetrator, Ansar al-Sharia (Libya)]
-
A.
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.
-
B.
Al-Qaeda in the Islamic Maghreb
Al-Qaeda in the Islamic Maghreb is a jihadist militant organization active across North and West Africa, known for insurgency, terrorism, and kidnappings in the Sahel region.
-
C.
Islamic State – Libya Province
Islamic State – Libya Province is a regional affiliate of the Islamic State group that conducts insurgent and terrorist activities within Libya.
-
D.
Jaish al-Islam
Jaish al-Islam is a Syrian Islamist rebel group that became one of the most powerful opposition factions during the Syrian civil war, particularly around Damascus.
-
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_69ca82f3b61c81908ecc2c1c96dbc2e4 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdcc8c78448190a5332f4ff8a7b3dd |
completed | April 2, 2026, 1:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2584bd6cc8190841353847dd2f00c |
completed | April 5, 2026, 12:40 p.m. |
Created at: March 30, 2026, 8:51 p.m.