Triple

T2712835
Position Surface form Disambiguated ID Type / Status
Subject Boko Haram insurgency E59900 entity
Predicate notableEvent P259 FINISHED
Object Mubi bombings
The Mubi bombings were a series of deadly attacks in the Nigerian town of Mubi, widely attributed to the Islamist militant group Boko Haram and emblematic of the violence during its insurgency.
E295016 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: Mubi bombings | Statement: [Boko Haram insurgency, notableEvent, Mubi bombings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mubi bombings
Context triple: [Boko Haram insurgency, notableEvent, Mubi bombings]
  • A. Nyanya bombings
    The Nyanya bombings were deadly terrorist attacks near Abuja, Nigeria, in 2014, widely attributed to the Islamist militant group Boko Haram and emblematic of its violent insurgency.
  • B. 2003 Canal Hotel bombing
    The 2003 Canal Hotel bombing was a devastating suicide truck attack on the UN headquarters in Baghdad that killed UN envoy Sergio Vieira de Mello and marked a turning point in international involvement in post-invasion Iraq.
  • C. 1983 Beirut barracks bombings
    The 1983 Beirut barracks bombings were twin suicide truck attacks that devastated U.S. and French military barracks in Beirut, killing hundreds of peacekeeping troops and dramatically reshaping international involvement in the Lebanese Civil War.
  • D. 2014 Sinjar massacre
    The 2014 Sinjar massacre was a genocidal attack by ISIS against the Yazidi population in and around Sinjar, Iraq, involving mass killings, abductions, and enslavement that drew global condemnation.
  • E. 1998 United States embassy bombings
    The 1998 United States embassy bombings were coordinated truck bomb attacks on the U.S. embassies in Kenya and Tanzania that killed hundreds of people and marked one of al-Qaeda’s earliest large-scale international terrorist operations.
  • 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: Mubi bombings
Triple: [Boko Haram insurgency, notableEvent, Mubi bombings]
Generated description
The Mubi bombings were a series of deadly attacks in the Nigerian town of Mubi, widely attributed to the Islamist militant group Boko Haram and emblematic of the violence during its insurgency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mubi bombings
Target entity description: The Mubi bombings were a series of deadly attacks in the Nigerian town of Mubi, widely attributed to the Islamist militant group Boko Haram and emblematic of the violence during its insurgency.
  • A. Nyanya bombings
    The Nyanya bombings were deadly terrorist attacks near Abuja, Nigeria, in 2014, widely attributed to the Islamist militant group Boko Haram and emblematic of its violent insurgency.
  • B. 2003 Canal Hotel bombing
    The 2003 Canal Hotel bombing was a devastating suicide truck attack on the UN headquarters in Baghdad that killed UN envoy Sergio Vieira de Mello and marked a turning point in international involvement in post-invasion Iraq.
  • C. 1983 Beirut barracks bombings
    The 1983 Beirut barracks bombings were twin suicide truck attacks that devastated U.S. and French military barracks in Beirut, killing hundreds of peacekeeping troops and dramatically reshaping international involvement in the Lebanese Civil War.
  • D. 2014 Sinjar massacre
    The 2014 Sinjar massacre was a genocidal attack by ISIS against the Yazidi population in and around Sinjar, Iraq, involving mass killings, abductions, and enslavement that drew global condemnation.
  • E. 1998 United States embassy bombings
    The 1998 United States embassy bombings were coordinated truck bomb attacks on the U.S. embassies in Kenya and Tanzania that killed hundreds of people and marked one of al-Qaeda’s earliest large-scale international terrorist operations.
  • 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_69afbbbc2eec819082f6e6e157d4efc7 completed March 10, 2026, 6:35 a.m.
NEDg Description generation batch_69afbc67c39c8190b5932c0e23595f64 completed March 10, 2026, 6:38 a.m.
NED2 Entity disambiguation (via description) batch_69afbd2d8a2c8190896a9154ebbd8bab completed March 10, 2026, 6:41 a.m.
Created at: March 6, 2026, 9:55 p.m.