Triple
T1256284
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Barkhane |
E12399
|
entity |
| Predicate | target |
P860
|
FINISHED |
| Object |
Islamic State in the Greater Sahara
Islamic State in the Greater Sahara is a jihadist militant group affiliated with the Islamic State, active primarily in the Sahel region of West Africa and responsible for numerous attacks across Mali, Niger, and Burkina Faso.
|
E143392
|
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: Islamic State in the Greater Sahara | Statement: [Operation Barkhane, target, Islamic State in the Greater Sahara]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Islamic State in the Greater Sahara Context triple: [Operation Barkhane, target, Islamic State in the Greater Sahara]
-
A.
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.
-
B.
Islamization of North Africa
The Islamization of North Africa was the historical process, beginning in the 7th century, through which Arab-Muslim conquests and subsequent cultural, religious, and linguistic changes transformed the predominantly Berber and Romanized Christian region into a largely Islamic and Arabic-speaking society.
-
C.
al-Qaida in the Land of the Two Rivers
Al-Qaida in the Land of the Two Rivers is the former name of the jihadist militant group better known as al-Qaeda in Iraq, which later evolved into the organization now called ISIS.
-
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.
Tanzim Qaidat al-Jihad fi Bilad al-Rafidayn
Tanzim Qaidat al-Jihad fi Bilad al-Rafidayn is a jihadist militant organization better known as al-Qaeda in Iraq, which waged an insurgency against U.S.-led coalition forces and the Iraqi government after the 2003 invasion.
- 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: Islamic State in the Greater Sahara Triple: [Operation Barkhane, target, Islamic State in the Greater Sahara]
Generated description
Islamic State in the Greater Sahara is a jihadist militant group affiliated with the Islamic State, active primarily in the Sahel region of West Africa and responsible for numerous attacks across Mali, Niger, and Burkina Faso.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Islamic State in the Greater Sahara Target entity description: Islamic State in the Greater Sahara is a jihadist militant group affiliated with the Islamic State, active primarily in the Sahel region of West Africa and responsible for numerous attacks across Mali, Niger, and Burkina Faso.
-
A.
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.
-
B.
Islamization of North Africa
The Islamization of North Africa was the historical process, beginning in the 7th century, through which Arab-Muslim conquests and subsequent cultural, religious, and linguistic changes transformed the predominantly Berber and Romanized Christian region into a largely Islamic and Arabic-speaking society.
-
C.
al-Qaida in the Land of the Two Rivers
Al-Qaida in the Land of the Two Rivers is the former name of the jihadist militant group better known as al-Qaeda in Iraq, which later evolved into the organization now called ISIS.
-
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.
Tanzim Qaidat al-Jihad fi Bilad al-Rafidayn
Tanzim Qaidat al-Jihad fi Bilad al-Rafidayn is a jihadist militant organization better known as al-Qaeda in Iraq, which waged an insurgency against U.S.-led coalition forces and the Iraqi government after the 2003 invasion.
- 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_69a4933352e08190ac617291985e76c0 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4bfa726548190911b4022dc1be3c3 |
completed | March 1, 2026, 10:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac93cb76248190a23acb2e76ecfa8d |
completed | March 7, 2026, 9:08 p.m. |
| NEDg | Description generation | batch_69ac9453f4488190a13ebabf3c8e07a5 |
completed | March 7, 2026, 9:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac952f74d48190b075919e0acd513d |
completed | March 7, 2026, 9:14 p.m. |
Created at: March 1, 2026, 7:50 p.m.