Triple

T16866769
Position Surface form Disambiguated ID Type / Status
Subject Jack Noseworthy E410062 entity
Predicate notableWork P4 FINISHED
Object Undercover Brother 2
Undercover Brother 2 is a 2019 direct-to-video action-comedy film that serves as a sequel to the 2002 blaxploitation parody Undercover Brother, featuring a new cast and updated satirical take on race and pop culture.
E1237848 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: Undercover Brother 2 | Statement: [Jack Noseworthy, notableWork, Undercover Brother 2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Undercover Brother 2
Context triple: [Jack Noseworthy, notableWork, Undercover Brother 2]
  • A. Undercover Brother
    Undercover Brother is a 2002 action-comedy film that parodies blaxploitation and spy movies, following a stylish secret agent who battles a shadowy organization bent on undermining Black culture.
  • B. The Undercover Man
    The Undercover Man is a 1949 film noir crime drama about a Treasury agent’s relentless pursuit of a powerful mob boss, noted for its semi-documentary style and focus on tax evasion as a means to bring down organized crime.
  • C. Thug Brothers 2
    Thug Brothers 2 is a collaborative hip hop album by Krayzie Bone and Young Noble, serving as a sequel to their original Thug Brothers project.
  • D. Undercover
    Undercover is a British television drama series that follows a lawyer uncovering shocking secrets about her husband and the justice system.
  • E. Undercover
    Undercover is a book by former CIA officer and Watergate conspirator E. Howard Hunt, detailing his experiences in espionage and covert operations.
  • 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: Undercover Brother 2
Triple: [Jack Noseworthy, notableWork, Undercover Brother 2]
Generated description
Undercover Brother 2 is a 2019 direct-to-video action-comedy film that serves as a sequel to the 2002 blaxploitation parody Undercover Brother, featuring a new cast and updated satirical take on race and pop culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Undercover Brother 2
Target entity description: Undercover Brother 2 is a 2019 direct-to-video action-comedy film that serves as a sequel to the 2002 blaxploitation parody Undercover Brother, featuring a new cast and updated satirical take on race and pop culture.
  • A. Undercover Brother
    Undercover Brother is a 2002 action-comedy film that parodies blaxploitation and spy movies, following a stylish secret agent who battles a shadowy organization bent on undermining Black culture.
  • B. The Undercover Man
    The Undercover Man is a 1949 film noir crime drama about a Treasury agent’s relentless pursuit of a powerful mob boss, noted for its semi-documentary style and focus on tax evasion as a means to bring down organized crime.
  • C. Thug Brothers 2
    Thug Brothers 2 is a collaborative hip hop album by Krayzie Bone and Young Noble, serving as a sequel to their original Thug Brothers project.
  • D. Undercover
    Undercover is a British television drama series that follows a lawyer uncovering shocking secrets about her husband and the justice system.
  • E. Undercover
    Undercover is a book by former CIA officer and Watergate conspirator E. Howard Hunt, detailing his experiences in espionage and covert operations.
  • 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_69d88395e6c88190b22730f335107c14 completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b5088f208190abfe937633ebe3fe completed April 18, 2026, 4:44 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00c2a929b081909d3a5a680ae93a78 completed May 10, 2026, 5:38 p.m.
NEDg Description generation batch_6a00c355f4108190a4209599bf5f50da completed May 10, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_6a00c413314881909e308588af09ce2a completed May 10, 2026, 5:44 p.m.
Created at: April 10, 2026, 5:24 a.m.