Triple
T12165809
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Niger Delta Vigilante |
E289829
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Nigerian security forces
Nigerian security forces are the state-controlled military, police, and related agencies responsible for maintaining internal security, law enforcement, and national defense across Nigeria.
|
E979563
|
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: Nigerian security forces | Statement: [Niger Delta Vigilante, relatedTo, Nigerian security forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nigerian security forces Context triple: [Niger Delta Vigilante, relatedTo, Nigerian security forces]
-
A.
Nigerien security forces
Nigerien security forces are the national military, police, and gendarmerie institutions of Niger responsible for maintaining internal security, public order, and defense of the country.
-
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.
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.
-
D.
Nigeria Police Force
The Nigeria Police Force is the national law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing laws throughout Nigeria.
-
E.
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.
- 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: Nigerian security forces Triple: [Niger Delta Vigilante, relatedTo, Nigerian security forces]
Generated description
Nigerian security forces are the state-controlled military, police, and related agencies responsible for maintaining internal security, law enforcement, and national defense across Nigeria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nigerian security forces Target entity description: Nigerian security forces are the state-controlled military, police, and related agencies responsible for maintaining internal security, law enforcement, and national defense across Nigeria.
-
A.
Nigerien security forces
Nigerien security forces are the national military, police, and gendarmerie institutions of Niger responsible for maintaining internal security, public order, and defense of the country.
-
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.
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.
-
D.
Nigeria Police Force
The Nigeria Police Force is the national law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing laws throughout Nigeria.
-
E.
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.
- 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_69d6ab4d6c00819095a9a7c35de83cfb |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915d7109481908bf5fe512bba3c89 |
completed | April 10, 2026, 3:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62a84236c8190baa383c950d2bd62 |
completed | May 2, 2026, 4:47 p.m. |
| NEDg | Description generation | batch_69f62e7fc5488190a00dbc8c48db6330 |
completed | May 2, 2026, 5:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62ef4da588190bfe5e418b8f8bf6f |
completed | May 2, 2026, 5:05 p.m. |
Created at: April 8, 2026, 9:50 p.m.