Triple
T2712808
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boko Haram insurgency |
E59900
|
entity |
| Predicate | mainBelligerent |
P375
|
FINISHED |
| Object |
Multinational Joint Task Force
The Multinational Joint Task Force is a regional military coalition formed by several Lake Chad Basin countries to coordinate and conduct joint operations against the Boko Haram extremist group and related insurgent threats.
|
E292122
|
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: Multinational Joint Task Force | Statement: [Boko Haram insurgency, mainBelligerent, Multinational Joint Task Force]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Multinational Joint Task Force Context triple: [Boko Haram insurgency, mainBelligerent, Multinational Joint Task Force]
-
A.
Civilian Joint Task Force
The Civilian Joint Task Force is a pro-government vigilante militia in northeastern Nigeria composed mainly of local civilians who assist security forces in combating the Boko Haram insurgency.
-
B.
Joint Task Force
Joint Task Force is a temporary, mission-specific military command structure that integrates units from multiple services to conduct coordinated operations under a unified leadership.
-
C.
Rapid Deployment Joint Task Force
The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
-
D.
Joint Operations Command
The Joint Operations Command is the central Italian military headquarters responsible for planning, coordinating, and directing the country’s joint armed forces operations.
-
E.
Joint Task Force One
Joint Task Force One was a U.S. military command formed after World War II to organize and conduct large-scale nuclear weapons tests in the Pacific.
- 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: Multinational Joint Task Force Triple: [Boko Haram insurgency, mainBelligerent, Multinational Joint Task Force]
Generated description
The Multinational Joint Task Force is a regional military coalition formed by several Lake Chad Basin countries to coordinate and conduct joint operations against the Boko Haram extremist group and related insurgent threats.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Multinational Joint Task Force Target entity description: The Multinational Joint Task Force is a regional military coalition formed by several Lake Chad Basin countries to coordinate and conduct joint operations against the Boko Haram extremist group and related insurgent threats.
-
A.
Civilian Joint Task Force
The Civilian Joint Task Force is a pro-government vigilante militia in northeastern Nigeria composed mainly of local civilians who assist security forces in combating the Boko Haram insurgency.
-
B.
Joint Task Force
Joint Task Force is a temporary, mission-specific military command structure that integrates units from multiple services to conduct coordinated operations under a unified leadership.
-
C.
Rapid Deployment Joint Task Force
The Rapid Deployment Joint Task Force was a U.S. military organization created in the late 1970s to provide a quickly deployable, multi-service force for crises in the Middle East and Southwest Asia.
-
D.
Joint Operations Command
The Joint Operations Command is the central Italian military headquarters responsible for planning, coordinating, and directing the country’s joint armed forces operations.
-
E.
Joint Task Force One
Joint Task Force One was a U.S. military command formed after World War II to organize and conduct large-scale nuclear weapons tests in the Pacific.
- 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_69afb68552848190ad2e615e16716fa1 |
completed | March 10, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69afb74d9f4c8190b6b3f568babfb7b5 |
completed | March 10, 2026, 6:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb7c2b9d08190bce599c364d809b7 |
completed | March 10, 2026, 6:18 a.m. |
Created at: March 6, 2026, 9:55 p.m.