Triple

T12872253
Position Surface form Disambiguated ID Type / Status
Subject GIGN E307878 entity
Predicate notableOperation P2336 FINISHED
Object Loyada school bus hostage rescue
The Loyada school bus hostage rescue was a 1976 counterterrorism operation in Djibouti in which French forces, including the GIGN, freed children held hostage on a hijacked school bus near the Somali border.
E1005900 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: Loyada school bus hostage rescue | Statement: [GIGN, notableOperation, Loyada school bus hostage rescue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Loyada school bus hostage rescue
Context triple: [GIGN, notableOperation, Loyada school bus hostage rescue]
  • A. Dawson's Field hijackings
    The Dawson's Field hijackings were a series of coordinated airplane hijackings in September 1970 by Palestinian militants that culminated in multiple airliners being blown up on a remote airstrip in Jordan, dramatically escalating the Palestinian militant campaign and contributing to the events of Black September.
  • B. The Kidnapping of the President
    The Kidnapping of the President is a 1980 political thriller film about a plot to abduct the U.S. president, noted for its tense Cold War-era intrigue and suspenseful narrative.
  • C. Hostages
    Hostages is an American television drama-thriller series centered on a surgeon whose family is taken captive to coerce her into assassinating the President.
  • D. Les Otages
    Les Otages is a major historical painting by French artist Jean-Paul Laurens, known for its dramatic depiction of medieval political and religious conflict.
  • E. Chowchilla school bus kidnapping
    The Chowchilla school bus kidnapping was a 1976 California crime in which 26 children and their bus driver were abducted and buried alive in a moving van, from which they later escaped, making it one of the most notorious mass kidnappings in U.S. history.
  • 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: Loyada school bus hostage rescue
Triple: [GIGN, notableOperation, Loyada school bus hostage rescue]
Generated description
The Loyada school bus hostage rescue was a 1976 counterterrorism operation in Djibouti in which French forces, including the GIGN, freed children held hostage on a hijacked school bus near the Somali border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Loyada school bus hostage rescue
Target entity description: The Loyada school bus hostage rescue was a 1976 counterterrorism operation in Djibouti in which French forces, including the GIGN, freed children held hostage on a hijacked school bus near the Somali border.
  • A. Dawson's Field hijackings
    The Dawson's Field hijackings were a series of coordinated airplane hijackings in September 1970 by Palestinian militants that culminated in multiple airliners being blown up on a remote airstrip in Jordan, dramatically escalating the Palestinian militant campaign and contributing to the events of Black September.
  • B. The Kidnapping of the President
    The Kidnapping of the President is a 1980 political thriller film about a plot to abduct the U.S. president, noted for its tense Cold War-era intrigue and suspenseful narrative.
  • C. Hostages
    Hostages is an American television drama-thriller series centered on a surgeon whose family is taken captive to coerce her into assassinating the President.
  • D. Les Otages
    Les Otages is a major historical painting by French artist Jean-Paul Laurens, known for its dramatic depiction of medieval political and religious conflict.
  • E. Chowchilla school bus kidnapping
    The Chowchilla school bus kidnapping was a 1976 California crime in which 26 children and their bus driver were abducted and buried alive in a moving van, from which they later escaped, making it one of the most notorious mass kidnappings in U.S. history.
  • 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_69d7bdf69bc48190af6c2621f28ca351 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d970f87aa48190a7234424a6badef0 completed April 10, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69bb4b28c8190a4ec9cad4e1e0f05 completed May 3, 2026, 12:49 a.m.
NEDg Description generation batch_69f69cc60c488190a5a71e25c075e9ff completed May 3, 2026, 12:54 a.m.
NED2 Entity disambiguation (via description) batch_69f69d870a588190aa1444209085ed7e completed May 3, 2026, 12:57 a.m.
Created at: April 9, 2026, 5:38 p.m.