Triple

T2217569
Position Surface form Disambiguated ID Type / Status
Subject Kudos Film and Television E48066 entity
Predicate notableWork P4 FINISHED
Object Hustle
Hustle is a British television drama series about a group of highly skilled con artists who pull off elaborate scams against corrupt and greedy targets.
 E245031 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: Hustle | Statement: [Kudos Film and Television, notableWork, Hustle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hustle
Context triple: [Kudos Film and Television, notableWork, Hustle]
  • A. Hustle Harder
    "Hustle Harder" is a hip-hop track by Common from his album "Nobody's Smiling," reflecting themes of perseverance and street struggle.
  • B. Non-Stop
    Non-Stop is a 2014 action-thriller film in which Liam Neeson plays an air marshal trying to stop a mysterious hijacker during a transatlantic flight.
  • C. Get Up
    "Get Up" is a track by the American heavy metal band Scream, featured on one of their releases.
  • D. The Hit
    The Hit is a 1984 British crime drama film directed by Stephen Frears, featuring Tim Roth in one of his early breakout roles alongside John Hurt and Terence Stamp.
  • E. Tha Bizness
    Tha Bizness is an American hip hop and R&B production duo known for crafting beats for prominent artists across the rap and urban music scenes.
  • 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: Hustle
Triple: [Kudos Film and Television, notableWork, Hustle]
Generated description
Hustle is a British television drama series about a group of highly skilled con artists who pull off elaborate scams against corrupt and greedy targets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hustle
Target entity description: Hustle is a British television drama series about a group of highly skilled con artists who pull off elaborate scams against corrupt and greedy targets.
  • A. Hustle Harder
    "Hustle Harder" is a hip-hop track by Common from his album "Nobody's Smiling," reflecting themes of perseverance and street struggle.
  • B. Non-Stop
    Non-Stop is a 2014 action-thriller film in which Liam Neeson plays an air marshal trying to stop a mysterious hijacker during a transatlantic flight.
  • C. Get Up
    "Get Up" is a track by the American heavy metal band Scream, featured on one of their releases.
  • D. The Hit
    The Hit is a 1984 British crime drama film directed by Stephen Frears, featuring Tim Roth in one of his early breakout roles alongside John Hurt and Terence Stamp.
  • E. Tha Bizness
    Tha Bizness is an American hip hop and R&B production duo known for crafting beats for prominent artists across the rap and urban music scenes.
  • 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_69a88aa1ee708190862c8c378c41e9eb completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc010bd4c8190ace293b37eac1de5 completed March 7, 2026, 6:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae65594c948190a43bdab03e61c130 completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae65e191f88190a08f96e8ba5f71bb completed March 9, 2026, 6:17 a.m.
NED2 Entity disambiguation (via description) batch_69ae66590480819093de9e9abf681a6a completed March 9, 2026, 6:19 a.m.
Created at: March 4, 2026, 7:46 p.m.