Triple

T6941035
Position Surface form Disambiguated ID Type / Status
Subject Sinai insurgency E160671 entity
Predicate notableEvent P259 FINISHED
Object 2015 Sheikh Zuweid attack
The 2015 Sheikh Zuweid attack was a major coordinated assault by Islamist militants on Egyptian security forces in the town of Sheikh Zuweid in North Sinai, resulting in heavy casualties and marking one of the deadliest incidents of the Sinai insurgency.
E629526 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: 2015 Sheikh Zuweid attack | Statement: [Sinai insurgency, notableEvent, 2015 Sheikh Zuweid attack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2015 Sheikh Zuweid attack
Context triple: [Sinai insurgency, notableEvent, 2015 Sheikh Zuweid attack]
  • A. 2015 Bardo National Museum attack
    The 2015 Bardo National Museum attack was a terrorist assault in Tunis, Tunisia, in which gunmen opened fire on tourists at the country’s leading museum, killing over 20 people and injuring many others.
  • B. 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.
  • C. Juma'at al-Karama massacre
    The Juma'at al-Karama massacre was a deadly 2011 attack on anti-government protesters in Sana'a, Yemen, that became a pivotal and galvanizing event in the Yemeni uprising during the Arab Spring.
  • 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. 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.
  • 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: 2015 Sheikh Zuweid attack
Triple: [Sinai insurgency, notableEvent, 2015 Sheikh Zuweid attack]
Generated description
The 2015 Sheikh Zuweid attack was a major coordinated assault by Islamist militants on Egyptian security forces in the town of Sheikh Zuweid in North Sinai, resulting in heavy casualties and marking one of the deadliest incidents of the Sinai insurgency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2015 Sheikh Zuweid attack
Target entity description: The 2015 Sheikh Zuweid attack was a major coordinated assault by Islamist militants on Egyptian security forces in the town of Sheikh Zuweid in North Sinai, resulting in heavy casualties and marking one of the deadliest incidents of the Sinai insurgency.
  • A. 2015 Bardo National Museum attack
    The 2015 Bardo National Museum attack was a terrorist assault in Tunis, Tunisia, in which gunmen opened fire on tourists at the country’s leading museum, killing over 20 people and injuring many others.
  • B. 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.
  • C. Juma'at al-Karama massacre
    The Juma'at al-Karama massacre was a deadly 2011 attack on anti-government protesters in Sana'a, Yemen, that became a pivotal and galvanizing event in the Yemeni uprising during the Arab Spring.
  • 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. 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.
  • 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_69c6884f3db4819080ad65da69386206 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6da65d4788190a83625f96c867ffe completed March 27, 2026, 7:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7515bb4688190a81bef732676eb4e completed March 28, 2026, 3:56 a.m.
NEDg Description generation batch_69c753193b3081908cf9ac63d23b32bf completed March 28, 2026, 4:03 a.m.
NED2 Entity disambiguation (via description) batch_69c753c6e7988190bcf772bc5162e53a completed March 28, 2026, 4:06 a.m.
Created at: March 27, 2026, 2:28 p.m.