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.