Triple

T6082161
Position Surface form Disambiguated ID Type / Status
Subject Andrew "Pope" Cody E135548 entity
Predicate memberOf P10 FINISHED
Object Cody crime family
The Cody crime family is a fictional Melbourne-based criminal clan featured in the Australian film and TV series "Animal Kingdom," known for its violent, tightly knit, and dysfunctional members.
E566620 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: Cody crime family | Statement: [Andrew "Pope" Cody, memberOf, Cody crime family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cody crime family
Context triple: [Andrew "Pope" Cody, memberOf, Cody crime family]
  • A. Shelby crime family
    The Shelby crime family is a fictional Birmingham-based gangster clan at the center of the British television series "Peaky Blinders," led by the ambitious and ruthless Thomas Shelby.
  • B. Cleveland crime family
    The Cleveland crime family is an Italian-American Mafia organization based in Cleveland, Ohio, historically involved in organized crime activities such as racketeering, gambling, and labor racketeering.
  • C. Pettingill crime family
    The Pettingill crime family is a notorious Australian criminal clan from Melbourne known for its involvement in drug trafficking, violence, and high-profile confrontations with law enforcement.
  • D. Luciano crime family
    The Luciano crime family, later known as the Genovese crime family, is one of New York City's most powerful and historically influential Italian-American Mafia organizations.
  • E. Bufalino crime family
    The Bufalino crime family was a Pennsylvania-based Italian-American Mafia organization known for its influence over labor unions, trucking, and organized crime activities in the mid-20th century United States.
  • 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: Cody crime family
Triple: [Andrew "Pope" Cody, memberOf, Cody crime family]
Generated description
The Cody crime family is a fictional Melbourne-based criminal clan featured in the Australian film and TV series "Animal Kingdom," known for its violent, tightly knit, and dysfunctional members.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cody crime family
Target entity description: The Cody crime family is a fictional Melbourne-based criminal clan featured in the Australian film and TV series "Animal Kingdom," known for its violent, tightly knit, and dysfunctional members.
  • A. Shelby crime family
    The Shelby crime family is a fictional Birmingham-based gangster clan at the center of the British television series "Peaky Blinders," led by the ambitious and ruthless Thomas Shelby.
  • B. Cleveland crime family
    The Cleveland crime family is an Italian-American Mafia organization based in Cleveland, Ohio, historically involved in organized crime activities such as racketeering, gambling, and labor racketeering.
  • C. Pettingill crime family
    The Pettingill crime family is a notorious Australian criminal clan from Melbourne known for its involvement in drug trafficking, violence, and high-profile confrontations with law enforcement.
  • D. Luciano crime family
    The Luciano crime family, later known as the Genovese crime family, is one of New York City's most powerful and historically influential Italian-American Mafia organizations.
  • E. Bufalino crime family
    The Bufalino crime family was a Pennsylvania-based Italian-American Mafia organization known for its influence over labor unions, trucking, and organized crime activities in the mid-20th century United States.
  • 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_69c0087ad31c8190ab936e0ff28614b6 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05774bc948190a446b27e83f7079b completed March 22, 2026, 8:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11d57b5f481908d7df374837a486a completed March 23, 2026, 11 a.m.
NEDg Description generation batch_69c11e89c75481908381df126a7b1661 completed March 23, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_69c11ef6971c8190b8dde5568b330b41 completed March 23, 2026, 11:07 a.m.
Created at: March 22, 2026, 4:11 p.m.