Triple

T22090541
Position Surface form Disambiguated ID Type / Status
Subject Shane Vendrell E545900 entity
Predicate involvedIn P149 FINISHED
Object Armenian money train heist
The Armenian money train heist is a major criminal operation in the TV series "The Shield," involving the robbery of the Armenian mob’s cash-laundering operation and serving as a central plotline with far-reaching consequences for the main characters.
E1517821 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: Armenian money train heist | Statement: [Shane Vendrell, involvedIn, Armenian money train heist]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Armenian money train heist
Context triple: [Shane Vendrell, involvedIn, Armenian money train heist]
  • A. Heist
    Heist is a 2001 crime thriller film written and directed by David Mamet, centered on a veteran thief forced into one last high-stakes robbery.
  • B. Heist
    Heist is a major Path of Exile expansion that introduced elaborate dungeon robberies, specialized rogues, and a new loot-focused endgame system centered around planning and executing high-stakes thefts.
  • C. Royal Mint heist
    The Royal Mint heist is the meticulously planned robbery at Spain’s national mint that serves as the central crime in the early seasons of the television series "Money Heist" (La Casa de Papel).
  • D. The Bank Job
    The Bank Job is a 2008 British heist thriller film, loosely based on the 1971 Baker Street bank robbery in London and known for its blend of crime, suspense, and political intrigue.
  • E. The Train Robbers
    The Train Robbers is a 1973 Western film starring John Wayne, Ann-Margret, and Rod Taylor, centered on a quest to recover stolen gold in the aftermath of a train robbery.
  • 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: Armenian money train heist
Triple: [Shane Vendrell, involvedIn, Armenian money train heist]
Generated description
The Armenian money train heist is a major criminal operation in the TV series "The Shield," involving the robbery of the Armenian mob’s cash-laundering operation and serving as a central plotline with far-reaching consequences for the main characters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Armenian money train heist
Target entity description: The Armenian money train heist is a major criminal operation in the TV series "The Shield," involving the robbery of the Armenian mob’s cash-laundering operation and serving as a central plotline with far-reaching consequences for the main characters.
  • A. Heist
    Heist is a 2001 crime thriller film written and directed by David Mamet, centered on a veteran thief forced into one last high-stakes robbery.
  • B. Heist
    Heist is a major Path of Exile expansion that introduced elaborate dungeon robberies, specialized rogues, and a new loot-focused endgame system centered around planning and executing high-stakes thefts.
  • C. Royal Mint heist
    The Royal Mint heist is the meticulously planned robbery at Spain’s national mint that serves as the central crime in the early seasons of the television series "Money Heist" (La Casa de Papel).
  • D. The Bank Job
    The Bank Job is a 2008 British heist thriller film, loosely based on the 1971 Baker Street bank robbery in London and known for its blend of crime, suspense, and political intrigue.
  • E. The Train Robbers
    The Train Robbers is a 1973 Western film starring John Wayne, Ann-Margret, and Rod Taylor, centered on a quest to recover stolen gold in the aftermath of a train robbery.
  • 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_69e11e36d03c8190a83a1ba802b7231b completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f128e53dfc81909858cdad8b09c5fb completed April 28, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a8799ebc48190b39cd8a5052ce126 completed May 18, 2026, 3:29 a.m.
NEDg Description generation batch_6a0a890c64708190bf74c5c97b99bac9 completed May 18, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_6a0a89b055708190872548cefcfa0845 completed May 18, 2026, 3:38 a.m.
Created at: April 16, 2026, 8:29 p.m.