Triple

T11812444
Position Surface form Disambiguated ID Type / Status
Subject United States–Russia prisoner exchange E280906 entity
Predicate participantReleasedByUnitedStates P101423 FINISHED
Object Viktor Bout
Viktor Bout is a notorious Russian arms dealer, often dubbed the “Merchant of Death,” who was convicted in the United States for conspiring to sell weapons to terrorists.
E947530 NE FINISHED

How this triple was built (5 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: Viktor Bout | Statement: [United States–Russia prisoner exchange, participantReleasedByUnitedStates, Viktor Bout]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Viktor Bout
Context triple: [United States–Russia prisoner exchange, participantReleasedByUnitedStates, Viktor Bout]
  • A. Carlos Lehder
    Carlos Lehder is a Colombian drug lord and co-founder of the Medellín Cartel, notorious for pioneering large-scale cocaine trafficking routes into the United States.
  • B. Carlos the Jackal
    Carlos the Jackal is the codename of a notorious international terrorist and assassin who serves as Jason Bourne’s primary nemesis in the Bourne novel series.
  • C. William Browder
    William Browder is an American mathematician renowned for his contributions to algebraic topology and differential topology, particularly in surgery theory and the study of manifolds.
  • D. Boris Berezovsky
    Boris Berezovsky is a renowned Russian pianist celebrated for his virtuosic technique and powerful interpretations of the Romantic repertoire.
  • E. Erik Prince
    Erik Prince is an American businessman and former U.S. Navy SEAL best known as the founder of the private military company Blackwater.
  • 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: Viktor Bout
Triple: [United States–Russia prisoner exchange, participantReleasedByUnitedStates, Viktor Bout]
Generated description
Viktor Bout is a notorious Russian arms dealer, often dubbed the “Merchant of Death,” who was convicted in the United States for conspiring to sell weapons to terrorists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Viktor Bout
Target entity description: Viktor Bout is a notorious Russian arms dealer, often dubbed the “Merchant of Death,” who was convicted in the United States for conspiring to sell weapons to terrorists.
  • A. Carlos Lehder
    Carlos Lehder is a Colombian drug lord and co-founder of the Medellín Cartel, notorious for pioneering large-scale cocaine trafficking routes into the United States.
  • B. Carlos the Jackal
    Carlos the Jackal is the codename of a notorious international terrorist and assassin who serves as Jason Bourne’s primary nemesis in the Bourne novel series.
  • C. William Browder
    William Browder is an American mathematician renowned for his contributions to algebraic topology and differential topology, particularly in surgery theory and the study of manifolds.
  • D. Boris Berezovsky
    Boris Berezovsky is a renowned Russian pianist celebrated for his virtuosic technique and powerful interpretations of the Romantic repertoire.
  • E. Erik Prince
    Erik Prince is an American businessman and former U.S. Navy SEAL best known as the founder of the private military company Blackwater.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: participantReleasedByUnitedStates
Context triple: [United States–Russia prisoner exchange, participantReleasedByUnitedStates, Viktor Bout]
  • A. allyOfUnitedStates
    Indicates a relationship where an entity maintains a supportive, cooperative, or formally allied partnership with the United States.
  • B. hasUSAN
    Indicates that an entity has a specified United States Adopted Name (USAN), typically a nonproprietary name assigned to a pharmaceutical substance.
  • C. banLiftedInUnitedStates
    Indicates that a previously imposed ban has been officially removed or is no longer in effect within the United States.
  • D. enteredUnitedStatesBeforeAttacks
    Indicates that the subject entered the United States prior to the occurrence of the specified attacks.
  • E. U.S.component
    Indicates that something is a constituent part, subdivision, or member unit within the United States.
  • F. None of above. chosen

Provenance (7 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_69d6ab26aae88190b2489efcb2a24234 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a658f918819092c2db05fe2ab0ce completed April 10, 2026, 7:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69f131a01aa48190bf5a70759ac886f6 completed April 28, 2026, 10:16 p.m.
NEDg Description generation batch_69f141b31c9081908f19ff870f5f3c33 completed April 28, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69f14fdb39d48190828668fc535d7f6a completed April 29, 2026, 12:24 a.m.
PD Predicate disambiguation batch_69d8a24e9a088190aff7932d1ff93dbf completed April 10, 2026, 7:10 a.m.
PDg Predicate description generation batch_69d8a6574b7081908f7451d2bb233967 completed April 10, 2026, 7:27 a.m.
Created at: April 8, 2026, 9:42 p.m.