Triple

T2712807
Position Surface form Disambiguated ID Type / Status
Subject Boko Haram insurgency E59900 entity
Predicate mainBelligerent P375 FINISHED
Object 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.
E289419 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: Civilian Joint Task Force | Statement: [Boko Haram insurgency, mainBelligerent, Civilian Joint Task Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Civilian Joint Task Force
Context triple: [Boko Haram insurgency, mainBelligerent, Civilian Joint Task Force]
  • A. 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.
  • B. 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.
  • C. Joint Task Force 2
    Joint Task Force 2 is an elite Canadian special operations unit specializing in counter-terrorism, direct action, and high-risk missions at home and abroad.
  • D. 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.
  • 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: Civilian Joint Task Force
Triple: [Boko Haram insurgency, mainBelligerent, Civilian Joint Task Force]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Civilian Joint Task Force
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Joint Task Force 2
    Joint Task Force 2 is an elite Canadian special operations unit specializing in counter-terrorism, direct action, and high-risk missions at home and abroad.
  • D. 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.
  • 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_69afaf83e37c8190b7a7815f8acf3a4b completed March 10, 2026, 5:43 a.m.
NEDg Description generation batch_69afb01cf5b48190b06c3e8d225a1c96 completed March 10, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69afb07f8d5881908242cdd08d6deda7 completed March 10, 2026, 5:47 a.m.
Created at: March 6, 2026, 9:55 p.m.