Triple
T23283450
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Islamic State of the Greater Sahara |
E588926
|
entity |
| Predicate | hasOpponents |
P437
|
FINISHED |
| Object |
Nigerien Armed Forces
The Nigerien Armed Forces are the military forces of Niger, responsible for national defense, internal security, and counterinsurgency operations, particularly against jihadist groups in the Sahel region.
|
E1579333
|
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: Nigerien Armed Forces | Statement: [Islamic State of the Greater Sahara, hasOpponents, Nigerien Armed Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nigerien Armed Forces Context triple: [Islamic State of the Greater Sahara, hasOpponents, Nigerien Armed Forces]
-
A.
Nigerian Army
The Nigerian Army is the land warfare branch of Nigeria’s armed forces and one of the largest and most influential military institutions in West Africa.
-
B.
Nigerien National Guard
The Nigerien National Guard is a paramilitary security force in Niger responsible for internal security, border protection, and support to the country’s armed forces and law enforcement agencies.
-
C.
Armed Forces of the Federal Republic of Nigeria
The Armed Forces of the Federal Republic of Nigeria is the combined military organization of Nigeria, comprising its army, navy, and air force responsible for national defense and security.
-
D.
Nigerien National Gendarmerie
The Nigerien National Gendarmerie is a national paramilitary police force in Niger responsible for maintaining public order, internal security, and law enforcement, particularly in rural and semi-urban areas.
-
E.
Nigeria Regiment
The Nigeria Regiment was a British colonial military unit in West Africa that formed part of the Royal West African Frontier Force and recruited soldiers from what is now Nigeria.
- 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: Nigerien Armed Forces Triple: [Islamic State of the Greater Sahara, hasOpponents, Nigerien Armed Forces]
Generated description
The Nigerien Armed Forces are the military forces of Niger, responsible for national defense, internal security, and counterinsurgency operations, particularly against jihadist groups in the Sahel region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nigerien Armed Forces Target entity description: The Nigerien Armed Forces are the military forces of Niger, responsible for national defense, internal security, and counterinsurgency operations, particularly against jihadist groups in the Sahel region.
-
A.
Nigerian Army
The Nigerian Army is the land warfare branch of Nigeria’s armed forces and one of the largest and most influential military institutions in West Africa.
-
B.
Nigerien National Guard
The Nigerien National Guard is a paramilitary security force in Niger responsible for internal security, border protection, and support to the country’s armed forces and law enforcement agencies.
-
C.
Armed Forces of the Federal Republic of Nigeria
The Armed Forces of the Federal Republic of Nigeria is the combined military organization of Nigeria, comprising its army, navy, and air force responsible for national defense and security.
-
D.
Nigerien National Gendarmerie
The Nigerien National Gendarmerie is a national paramilitary police force in Niger responsible for maintaining public order, internal security, and law enforcement, particularly in rural and semi-urban areas.
-
E.
Nigeria Regiment
The Nigeria Regiment was a British colonial military unit in West Africa that formed part of the Royal West African Frontier Force and recruited soldiers from what is now Nigeria.
- 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_69e25d16e2c08190a291de254703129e |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f196447a748190bd797ec9baa63fc3 |
completed | April 29, 2026, 5:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4c8a21308190a1f780a58d56801e |
completed | May 19, 2026, 11:42 a.m. |
| NEDg | Description generation | batch_6a0c4d7506b88190a26968cb170690db |
completed | May 19, 2026, 11:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c4df302b88190ae82ddc991655c27 |
completed | May 19, 2026, 11:48 a.m. |
Created at: April 17, 2026, 4:58 p.m.