Triple

T21712748
Position Surface form Disambiguated ID Type / Status
Subject Jama'at Nusrat al‑Islam wal‑Muslimin E535944 entity
Predicate formedByMergerOf P77 FINISHED
Object Macina Liberation Front
The Macina Liberation Front is a Mali-based jihadist militant group, largely composed of ethnic Fulani fighters, that seeks to impose its interpretation of Islamic law and has been active in insurgent violence across central Mali and the Sahel.
E1497580 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: Macina Liberation Front | Statement: [Jama'at Nusrat al‑Islam wal‑Muslimin, formedByMergerOf, Macina Liberation Front]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Macina Liberation Front
Context triple: [Jama'at Nusrat al‑Islam wal‑Muslimin, formedByMergerOf, Macina Liberation Front]
  • A. Ogaden National Liberation Front
    The Ogaden National Liberation Front is an ethnic Somali separatist insurgent group seeking self-determination for the Ogaden region in eastern Ethiopia.
  • B. Oromo Liberation Army
    The Oromo Liberation Army is an armed insurgent group in Ethiopia that seeks greater autonomy or independence for the Oromo people and has been involved in multiple internal conflicts in the country.
  • C. Oromo Liberation Front
    The Oromo Liberation Front is an Ethiopian political and armed movement founded to advocate for the self-determination and rights of the Oromo people, historically engaging in insurgency against the central government.
  • D. Azanian People’s Liberation Army
    The Azanian People’s Liberation Army was the military wing of a South African Black nationalist movement that waged an armed struggle against apartheid.
  • E. Rahanweyn Resistance Army
    The Rahanweyn Resistance Army was a Somali militia and political faction formed to defend the interests and territories of the Rahanweyn (Digil-Mirifle) clan during the protracted conflict in Somalia.
  • 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: Macina Liberation Front
Triple: [Jama'at Nusrat al‑Islam wal‑Muslimin, formedByMergerOf, Macina Liberation Front]
Generated description
The Macina Liberation Front is a Mali-based jihadist militant group, largely composed of ethnic Fulani fighters, that seeks to impose its interpretation of Islamic law and has been active in insurgent violence across central Mali and the Sahel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Macina Liberation Front
Target entity description: The Macina Liberation Front is a Mali-based jihadist militant group, largely composed of ethnic Fulani fighters, that seeks to impose its interpretation of Islamic law and has been active in insurgent violence across central Mali and the Sahel.
  • A. Ogaden National Liberation Front
    The Ogaden National Liberation Front is an ethnic Somali separatist insurgent group seeking self-determination for the Ogaden region in eastern Ethiopia.
  • B. Oromo Liberation Army
    The Oromo Liberation Army is an armed insurgent group in Ethiopia that seeks greater autonomy or independence for the Oromo people and has been involved in multiple internal conflicts in the country.
  • C. Oromo Liberation Front
    The Oromo Liberation Front is an Ethiopian political and armed movement founded to advocate for the self-determination and rights of the Oromo people, historically engaging in insurgency against the central government.
  • D. Azanian People’s Liberation Army
    The Azanian People’s Liberation Army was the military wing of a South African Black nationalist movement that waged an armed struggle against apartheid.
  • E. Rahanweyn Resistance Army
    The Rahanweyn Resistance Army was a Somali militia and political faction formed to defend the interests and territories of the Rahanweyn (Digil-Mirifle) clan during the protracted conflict in Somalia.
  • 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_69e0c46c6dd88190a595375fa6ebd701 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69efb53573a08190ad73576d27e8094f completed April 27, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a24b180bc8190bef4daaab7de794d completed May 17, 2026, 8:27 p.m.
NEDg Description generation batch_6a0a261cdb788190b06939c4786e41ce completed May 17, 2026, 8:33 p.m.
NED2 Entity disambiguation (via description) batch_6a0a267dec7881908b5cb9d9a83f97c4 completed May 17, 2026, 8:35 p.m.
Created at: April 16, 2026, 6:46 p.m.