Triple

T10047962
Position Surface form Disambiguated ID Type / Status
Subject Ba Bump E207664 entity
Predicate isAssociatedWith P2830 FINISHED
Object Monkey Business (album)
Monkey Business is a 2005 hip hop and pop-oriented studio album by the Black Eyed Peas that features hit singles like "Don't Phunk with My Heart" and "My Humps."
 E837724 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: Monkey Business (album) | Statement: [Ba Bump, isAssociatedWith, Monkey Business (album)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Monkey Business (album)
Context triple: [Ba Bump, isAssociatedWith, Monkey Business (album)]
  • A. Utterly Monkey
    Utterly Monkey is a contemporary novel by Northern Irish writer Nick Laird that blends dark humor with themes of friendship, identity, and the lingering impact of past conflicts.
  • B. Shock the Monkey
    "Shock the Monkey" is a 1982 art rock single by English musician Peter Gabriel, known for its innovative production, cryptic lyrics, and influential early MTV-era music video.
  • C. Monkey Business
    "Monkey Business" is a popular hard rock song by the American band Skid Row, known for its heavy riffs and prominent presence in early 1990s rock music.
  • D. Monkey Business
    Monkey Business is a musical work associated with DJ Motivate, likely a DJ/producer-driven track or project within the electronic or club music scene.
  • E. Monkey Business
    Monkey Business is a 1952 screwball comedy film directed by Howard Hawks, best known for starring Cary Grant, Ginger Rogers, and Marilyn Monroe in a zany story about a youth-restoring formula gone awry.
  • 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: Monkey Business (album)
Triple: [Ba Bump, isAssociatedWith, Monkey Business (album)]
Generated description
Monkey Business is a 2005 hip hop and pop-oriented studio album by the Black Eyed Peas that features hit singles like "Don't Phunk with My Heart" and "My Humps."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Monkey Business (album)
Target entity description: Monkey Business is a 2005 hip hop and pop-oriented studio album by the Black Eyed Peas that features hit singles like "Don't Phunk with My Heart" and "My Humps."
  • A. Utterly Monkey
    Utterly Monkey is a contemporary novel by Northern Irish writer Nick Laird that blends dark humor with themes of friendship, identity, and the lingering impact of past conflicts.
  • B. Shock the Monkey
    "Shock the Monkey" is a 1982 art rock single by English musician Peter Gabriel, known for its innovative production, cryptic lyrics, and influential early MTV-era music video.
  • C. Monkey Business
    "Monkey Business" is a popular hard rock song by the American band Skid Row, known for its heavy riffs and prominent presence in early 1990s rock music.
  • D. Monkey Business
    Monkey Business is a musical work associated with DJ Motivate, likely a DJ/producer-driven track or project within the electronic or club music scene.
  • E. Monkey Business
    Monkey Business is a 1952 screwball comedy film directed by Howard Hawks, best known for starring Cary Grant, Ginger Rogers, and Marilyn Monroe in a zany story about a youth-restoring formula gone awry.
  • 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_69ca835ad0608190b7c80b292da004f5 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcf664dd881908786fcd802bf10da completed April 2, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2828f3980819083d041f09e63d8e6 completed April 5, 2026, 3:41 p.m.
NEDg Description generation batch_69d28391f8fc8190964cdccaf5625617 completed April 5, 2026, 3:45 p.m.
NED2 Entity disambiguation (via description) batch_69d284604dc88190b452ee847d3390dd completed April 5, 2026, 3:48 p.m.
Created at: March 30, 2026, 8:56 p.m.