Triple

T10526536
Position Surface form Disambiguated ID Type / Status
Subject Bill Duke E248319 entity
Predicate directed P7373 FINISHED
Object Hoodlum
Hoodlum is a 1997 American crime drama film about the Harlem underworld during the 1930s, focusing on the conflict between Black gangsters and the Italian mob.
 E869422 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: Hoodlum | Statement: [Bill Duke, directed, Hoodlum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hoodlum
Context triple: [Bill Duke, directed, Hoodlum]
  • A. Thugger
    Thugger is the widely used nickname of Young Thug, an influential American rapper known for his unconventional vocal style and impact on modern hip-hop.
  • B. Sharkey
    Sharkey is the alias Saruman adopts after his fall from power, when he rules tyrannically over the Shire in J.R.R. Tolkien’s "The Lord of the Rings."
  • C. Buhlois
    Buhlois are the inhabitants or natives of the commune of Buhl in the Haut-Rhin department of northeastern France.
  • D. Shorty the Pimp
    Shorty the Pimp is an alias of Oakland rapper Too Short, used prominently as the title persona of his 1992 pimp-themed hip-hop album.
  • E. Lepke
    Lepke was the underworld nickname of Louis Buchalter, a notorious American mobster and leader of the contract killing organization Murder, Inc.
  • 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: Hoodlum
Triple: [Bill Duke, directed, Hoodlum]
Generated description
Hoodlum is a 1997 American crime drama film about the Harlem underworld during the 1930s, focusing on the conflict between Black gangsters and the Italian mob.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hoodlum
Target entity description: Hoodlum is a 1997 American crime drama film about the Harlem underworld during the 1930s, focusing on the conflict between Black gangsters and the Italian mob.
  • A. Thugger
    Thugger is the widely used nickname of Young Thug, an influential American rapper known for his unconventional vocal style and impact on modern hip-hop.
  • B. Sharkey
    Sharkey is the alias Saruman adopts after his fall from power, when he rules tyrannically over the Shire in J.R.R. Tolkien’s "The Lord of the Rings."
  • C. Buhlois
    Buhlois are the inhabitants or natives of the commune of Buhl in the Haut-Rhin department of northeastern France.
  • D. Shorty the Pimp
    Shorty the Pimp is an alias of Oakland rapper Too Short, used prominently as the title persona of his 1992 pimp-themed hip-hop album.
  • E. Lepke
    Lepke was the underworld nickname of Louis Buchalter, a notorious American mobster and leader of the contract killing organization Murder, Inc.
  • 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_69d381c5c7448190bec34bee7ec72bac completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509f4bbe88190bce7789a56c85671 completed April 7, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69d90e26c4908190b77d73c11bee6119 completed April 10, 2026, 2:50 p.m.
NEDg Description generation batch_69d9107e8b94819086ebba1675a0db54 completed April 10, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_69d911a16b1481909197b00c30de48c4 completed April 10, 2026, 3:05 p.m.
Created at: April 6, 2026, 12:29 p.m.