Triple
T660598
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Serval |
E11744
|
entity |
| Predicate | opponent |
P437
|
FINISHED |
| Object |
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.
|
E84882
|
NE FINISHED |
How this triple was built (4 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: Al-Qaeda in the Islamic Maghreb | Statement: [Operation Serval, opponent, Al-Qaeda in the Islamic Maghreb]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Al-Qaeda in the Islamic Maghreb Context triple: [Operation Serval, opponent, Al-Qaeda in the Islamic Maghreb]
-
A.
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.
-
B.
al-Qaeda in Iraq
Al-Qaeda in Iraq was a Sunni Islamist militant organization that emerged after the 2003 U.S. invasion, becoming one of the most violent insurgent groups in the country and a precursor to the Islamic State (ISIS).
-
C.
Islamic State – Khorasan Province
Islamic State – Khorasan Province is a regional branch of the Islamic State militant group active mainly in Afghanistan and Pakistan, known for insurgent attacks, terrorism, and opposition to both Western forces and the Taliban.
-
D.
Ansar al-Sharia in Libya
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.
Islamic State of Iraq and Syria
The Islamic State of Iraq and Syria (ISIS) is a jihadist militant group and former self-proclaimed caliphate known for its extreme violence, terrorist attacks, and control of territory in Iraq and Syria during the 2010s.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Al-Qaeda in the Islamic Maghreb Triple: [Operation Serval, opponent, Al-Qaeda in the Islamic Maghreb]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Al-Qaeda in the Islamic Maghreb Target entity description: 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.
-
A.
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.
-
B.
al-Qaeda in Iraq
Al-Qaeda in Iraq was a Sunni Islamist militant organization that emerged after the 2003 U.S. invasion, becoming one of the most violent insurgent groups in the country and a precursor to the Islamic State (ISIS).
-
C.
Islamic State – Khorasan Province
Islamic State – Khorasan Province is a regional branch of the Islamic State militant group active mainly in Afghanistan and Pakistan, known for insurgent attacks, terrorism, and opposition to both Western forces and the Taliban.
-
D.
Ansar al-Sharia in Libya
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.
Islamic State of Iraq and Syria
The Islamic State of Iraq and Syria (ISIS) is a jihadist militant group and former self-proclaimed caliphate known for its extreme violence, terrorist attacks, and control of territory in Iraq and Syria during the 2010s.
- F. None of above. chosen
Provenance (5 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_69a4932862a0819098be659c814e4981 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49fa83c6081909fb786d1773fa88c |
completed | March 1, 2026, 8:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dc98e43881909fbc74750f4b6e3b |
completed | March 2, 2026, 6:53 p.m. |
| NEDg | Description generation | batch_69a5dd5d4760819089f8e728a69dddbf |
completed | March 2, 2026, 6:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5fd38e17481909f1561f1ba0cda7d |
completed | March 2, 2026, 9:12 p.m. |
Created at: March 1, 2026, 7:36 p.m.