Triple

T2712804
Position Surface form Disambiguated ID Type / Status
Subject Boko Haram insurgency E59900 entity
Predicate mainBelligerent P375 FINISHED
Object Boko Haram
Boko Haram is a Nigeria-based Islamist extremist group known for its violent insurgency, mass kidnappings, and terrorist attacks across the Lake Chad region.
E289418 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: Boko Haram | Statement: [Boko Haram insurgency, mainBelligerent, Boko Haram]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Boko Haram
Context triple: [Boko Haram insurgency, mainBelligerent, Boko Haram]
  • A. al-Shabaab
    al-Shabaab is a Somalia-based Islamist militant group known for insurgent attacks and terrorism in East Africa.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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).
  • 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: Boko Haram
Triple: [Boko Haram insurgency, mainBelligerent, Boko Haram]
Generated description
Boko Haram is a Nigeria-based Islamist extremist group known for its violent insurgency, mass kidnappings, and terrorist attacks across the Lake Chad region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Boko Haram
Target entity description: Boko Haram is a Nigeria-based Islamist extremist group known for its violent insurgency, mass kidnappings, and terrorist attacks across the Lake Chad region.
  • A. al-Shabaab
    al-Shabaab is a Somalia-based Islamist militant group known for insurgent attacks and terrorism in East Africa.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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).
  • 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_69ab4ac92a088190bc74bca14038e3de completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda90d5a88190bcb6caefd8f2dd1b completed March 7, 2026, 7:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69afaf83e37c8190b7a7815f8acf3a4b completed March 10, 2026, 5:43 a.m.
NEDg Description generation batch_69afb01cf5b48190b06c3e8d225a1c96 completed March 10, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69afb07f8d5881908242cdd08d6deda7 completed March 10, 2026, 5:47 a.m.
Created at: March 6, 2026, 9:55 p.m.