Triple

T2712830
Position Surface form Disambiguated ID Type / Status
Subject Boko Haram insurgency E59900 entity
Predicate notableEvent P259 FINISHED
Object 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.
E292124 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: Nyanya bombings | Statement: [Boko Haram insurgency, notableEvent, Nyanya bombings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nyanya bombings
Context triple: [Boko Haram insurgency, notableEvent, Nyanya bombings]
  • A. 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.
  • B. 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.
  • C. Baga massacre
    The Baga massacre was a 2015 attack in northeastern Nigeria in which Boko Haram militants killed hundreds of civilians and destroyed large parts of the town of Baga.
  • D. 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.
  • E. Hama massacre of 1982
    The Hama massacre of 1982 was a brutal and large-scale military crackdown by the Syrian government on an Islamist uprising in the city of Hama, resulting in the deaths of thousands of civilians and widespread destruction.
  • 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: Nyanya bombings
Triple: [Boko Haram insurgency, notableEvent, Nyanya bombings]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nyanya bombings
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Baga massacre
    The Baga massacre was a 2015 attack in northeastern Nigeria in which Boko Haram militants killed hundreds of civilians and destroyed large parts of the town of Baga.
  • D. 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.
  • E. Hama massacre of 1982
    The Hama massacre of 1982 was a brutal and large-scale military crackdown by the Syrian government on an Islamist uprising in the city of Hama, resulting in the deaths of thousands of civilians and widespread destruction.
  • 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.