Triple
T368269
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Second Libyan Civil War |
E8210
|
entity |
| Predicate | involvedOrganization |
P4257
|
FINISHED |
| Object |
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.
|
E47032
|
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: Ansar al-Sharia in Libya | Statement: [Second Libyan Civil War, involvedOrganization, Ansar al-Sharia in Libya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ansar al-Sharia in Libya Context triple: [Second Libyan Civil War, involvedOrganization, Ansar al-Sharia in Libya]
-
A.
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).
-
B.
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.
-
C.
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.
-
D.
al-Qaeda
al-Qaeda is a militant Islamist extremist organization known for orchestrating major terrorist attacks worldwide, including the September 11, 2001 attacks in the United States.
-
E.
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.
- 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: Ansar al-Sharia in Libya Triple: [Second Libyan Civil War, involvedOrganization, Ansar al-Sharia in Libya]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ansar al-Sharia in Libya Target entity description: 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.
-
A.
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).
-
B.
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.
-
C.
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.
-
D.
al-Qaeda
al-Qaeda is a militant Islamist extremist organization known for orchestrating major terrorist attacks worldwide, including the September 11, 2001 attacks in the United States.
-
E.
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.
- 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_69a2e7f2ec648190b42bc7db424f8109 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ee29ede0819095279af95b53e350 |
completed | Feb. 28, 2026, 1:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3f0a5e5dc81909363a31e9b713368 |
completed | March 1, 2026, 7:54 a.m. |
| NEDg | Description generation | batch_69a3f128b6008190afacdb055a84a9c4 |
completed | March 1, 2026, 7:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3f181e55c8190a3995775ff6ceeb9 |
completed | March 1, 2026, 7:57 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.