Triple

T12698426
Position Surface form Disambiguated ID Type / Status
Subject Angolagate arms trafficking affair E303395 entity
Predicate keyFigure P256 FINISHED
Object Pierre Falcone
Pierre Falcone is a French businessman best known for his central role in the Angolagate scandal involving illicit arms sales to Angola in the 1990s.
 E997601 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: Pierre Falcone | Statement: [Angolagate arms trafficking affair, keyFigure, Pierre Falcone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pierre Falcone
Context triple: [Angolagate arms trafficking affair, keyFigure, Pierre Falcone]
  • A. Tito Falconi
    Tito Falconi was an Italian military aviator who served as a prominent commander in the air force of the Italian Social Republic during World War II.
  • B. Tony Gallucci
    Tony Gallucci was the third husband of Hungarian-American socialite and actress Magda Gabor.
  • C. Roger Falcone
    Roger Falcone is an American physicist known for his leadership in the scientific community and his research in ultrafast x-ray and laser science.
  • D. Russell Bufalino
    Russell Bufalino was a powerful mid-20th-century American mob boss from Pennsylvania, known for his influence in organized crime and alleged connections to the disappearance of Jimmy Hoffa.
  • E. Ben Falcone
    Ben Falcone is an American actor, comedian, writer, and director known for his frequent collaborations with his wife Melissa McCarthy in film and television comedies.
  • 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: Pierre Falcone
Triple: [Angolagate arms trafficking affair, keyFigure, Pierre Falcone]
Generated description
Pierre Falcone is a French businessman best known for his central role in the Angolagate scandal involving illicit arms sales to Angola in the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pierre Falcone
Target entity description: Pierre Falcone is a French businessman best known for his central role in the Angolagate scandal involving illicit arms sales to Angola in the 1990s.
  • A. Tito Falconi
    Tito Falconi was an Italian military aviator who served as a prominent commander in the air force of the Italian Social Republic during World War II.
  • B. Tony Gallucci
    Tony Gallucci was the third husband of Hungarian-American socialite and actress Magda Gabor.
  • C. Roger Falcone
    Roger Falcone is an American physicist known for his leadership in the scientific community and his research in ultrafast x-ray and laser science.
  • D. Russell Bufalino
    Russell Bufalino was a powerful mid-20th-century American mob boss from Pennsylvania, known for his influence in organized crime and alleged connections to the disappearance of Jimmy Hoffa.
  • E. Ben Falcone
    Ben Falcone is an American actor, comedian, writer, and director known for his frequent collaborations with his wife Melissa McCarthy in film and television comedies.
  • 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_69d7bdef90d48190b46b88270e780946 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961ed26588190ae76ff17159e06ec completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671b066348190aedfe186fc4724f9 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f672d16f8881908c6d5cfed0b3ec3a completed May 2, 2026, 9:55 p.m.
NED2 Entity disambiguation (via description) batch_69f67396fdac8190970068b2c39ad2f7 completed May 2, 2026, 9:58 p.m.
Created at: April 9, 2026, 5:22 p.m.