Triple

T15962651
Position Surface form Disambiguated ID Type / Status
Subject 2015 Bardo National Museum attack E387098 entity
Predicate followedBy P78 FINISHED
Object 2015 Sousse attacks
The 2015 Sousse attacks were a mass shooting at a beach resort in Tunisia, carried out by an Islamist extremist gunman and resulting in the deaths of dozens of mostly foreign tourists.
E1187051 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 Sousse attacks | Statement: [2015 Bardo National Museum attack, followedBy, 2015 Sousse attacks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2015 Sousse attacks
Context triple: [2015 Bardo National Museum attack, followedBy, 2015 Sousse attacks]
  • 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. 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.
  • C. Ain El Remmaneh bus massacre
    The Ain El Remmaneh bus massacre was a deadly 1975 attack on a bus carrying Palestinians in a Beirut suburb, widely regarded as the event that triggered the Lebanese Civil War.
  • D. 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.
  • E. 2013 Westgate shopping mall attack
    The 2013 Westgate shopping mall attack was a four-day terrorist siege at an upscale mall in Nairobi, Kenya, that left at least 67 people dead and drew international attention to the threat posed by the Islamist militant group al-Shabaab.
  • 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 Sousse attacks
Triple: [2015 Bardo National Museum attack, followedBy, 2015 Sousse attacks]
Generated description
The 2015 Sousse attacks were a mass shooting at a beach resort in Tunisia, carried out by an Islamist extremist gunman and resulting in the deaths of dozens of mostly foreign tourists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2015 Sousse attacks
Target entity description: The 2015 Sousse attacks were a mass shooting at a beach resort in Tunisia, carried out by an Islamist extremist gunman and resulting in the deaths of dozens of mostly foreign tourists.
  • 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. 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.
  • C. Ain El Remmaneh bus massacre
    The Ain El Remmaneh bus massacre was a deadly 1975 attack on a bus carrying Palestinians in a Beirut suburb, widely regarded as the event that triggered the Lebanese Civil War.
  • D. 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.
  • E. 2013 Westgate shopping mall attack
    The 2013 Westgate shopping mall attack was a four-day terrorist siege at an upscale mall in Nairobi, Kenya, that left at least 67 people dead and drew international attention to the threat posed by the Islamist militant group al-Shabaab.
  • 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e157013cfc819099fa83de85273710 completed April 16, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe827d248190adbfd41f55638ebd completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbffcbd748190a666eca28cf44ad5 completed May 9, 2026, 11:15 p.m.
NED2 Entity disambiguation (via description) batch_69ffc09df25481908674f306b0f96f95 completed May 9, 2026, 11:17 p.m.
Created at: April 10, 2026, 4:53 a.m.