Triple

T23307545
Position Surface form Disambiguated ID Type / Status
Subject Liptako-Gourma region E590491 entity
Predicate securityThreat P91654 FINISHED
Object Islamic State–affiliated groups
Islamic State–affiliated groups are militant jihadist organizations that pledge allegiance to the Islamic State and conduct insurgent and terrorist activities in various regions, including parts of Africa and the Middle East.
E1581581 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–affiliated groups | Statement: [Liptako-Gourma region, securityThreat, Islamic State–affiliated groups]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Islamic State–affiliated groups
Context triple: [Liptako-Gourma region, securityThreat, Islamic State–affiliated groups]
  • A. Islamic State–affiliated factions of Boko Haram
    Islamic State–affiliated factions of Boko Haram are extremist Islamist militant groups in Nigeria that split from the main Boko Haram organization and pledged allegiance to the Islamic State, carrying out insurgent and terrorist attacks in the Lake Chad region.
  • B. Islamist groups
    Islamist groups are political and religious organizations that seek to shape government and society according to their interpretations of Islamic principles and law.
  • 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. 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. Jabhat al-Nusra
    Jabhat al-Nusra is a jihadist militant group in Syria that served as al-Qaeda’s affiliate in the country and became one of the most powerful Islamist factions in the Syrian 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: Islamic State–affiliated groups
Triple: [Liptako-Gourma region, securityThreat, Islamic State–affiliated groups]
Generated description
Islamic State–affiliated groups are militant jihadist organizations that pledge allegiance to the Islamic State and conduct insurgent and terrorist activities in various regions, including parts of Africa and the Middle East.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Islamic State–affiliated groups
Target entity description: Islamic State–affiliated groups are militant jihadist organizations that pledge allegiance to the Islamic State and conduct insurgent and terrorist activities in various regions, including parts of Africa and the Middle East.
  • A. Islamic State–affiliated factions of Boko Haram
    Islamic State–affiliated factions of Boko Haram are extremist Islamist militant groups in Nigeria that split from the main Boko Haram organization and pledged allegiance to the Islamic State, carrying out insurgent and terrorist attacks in the Lake Chad region.
  • B. Islamist groups
    Islamist groups are political and religious organizations that seek to shape government and society according to their interpretations of Islamic principles and law.
  • 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. 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. Jabhat al-Nusra
    Jabhat al-Nusra is a jihadist militant group in Syria that served as al-Qaeda’s affiliate in the country and became one of the most powerful Islamist factions in the Syrian 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_69e25d1c0ecc8190a355aa229f06d0e0 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1972846fc819092ca2b9590b2e177 completed April 29, 2026, 5:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4c9e2f4c8190a7b7c89805d85745 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4fd38fa48190958edaece1496a94 completed May 19, 2026, 11:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0c506b25ec819084b9522fa827abe7 completed May 19, 2026, 11:58 a.m.
Created at: April 17, 2026, 5:05 p.m.