Triple

T2659202
Position Surface form Disambiguated ID Type / Status
Subject Billy Costigan E54685 entity
Predicate undercoverAgainst P41245 FINISHED
Object Frank Costello E23317 NE FINISHED

How this triple was built (3 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: Frank Costello | Statement: [Billy Costigan, undercoverAgainst, Frank Costello]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank Costello
Context triple: [Billy Costigan, undercoverAgainst, Frank Costello]
  • A. Frank Costello chosen
    Frank Costello was a powerful Italian-American mob boss and political fixer who led the Luciano crime family and became known as the "Prime Minister of the Underworld" in mid-20th-century New York.
  • B. 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.
  • C. Carlo Gambino
    Carlo Gambino was a powerful Italian-American mobster who led the Gambino crime family and became one of the most influential Mafia bosses in U.S. history.
  • D. Vito Genovese
    Vito Genovese was a powerful Italian-American mob boss who led the Genovese crime family and became one of the most influential figures in organized crime in the mid-20th century United States.
  • E. Frank Nitti
    Frank Nitti was a prominent Italian-American mobster who became one of the key leaders of the Chicago Outfit, especially after Al Capone’s imprisonment.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: undercoverAgainst
Context triple: [Billy Costigan, undercoverAgainst, Frank Costello]
  • A. intelligenceAgencyOpposed
    Indicates that an intelligence agency actively resists, obstructs, or works against a particular actor, policy, operation, or objective.
  • B. disguisedAs
    Indicates that one entity is intentionally presenting itself as, or made to appear as, another entity in order to conceal its true identity.
  • C. revealedSecretOf
    Indicates that one entity has disclosed or exposed confidential or previously unknown information belonging to another entity.
  • D. coverUpBy
    Indicates that one entity conceals, suppresses, or hides the actions, information, or wrongdoing associated with another entity.
  • E. keepsSecretAbout
    Indicates that one entity intentionally withholds or conceals information regarding another specified entity or topic from others.
  • 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_69ab49e028948190b97e01d73548b1d9 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd94dcaa48190aec625f68ce61a02 completed March 7, 2026, 7:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa056f478819091f6751edfee0132 completed March 10, 2026, 4:38 a.m.
PD Predicate disambiguation batch_69abd81768748190bd965f367cf6ef37 completed March 7, 2026, 7:47 a.m.
PDg Predicate description generation batch_69abd8dd05c48190b4f90031642c4091 completed March 7, 2026, 7:50 a.m.
Created at: March 6, 2026, 9:53 p.m.