Triple

T11378017
Position Surface form Disambiguated ID Type / Status
Subject Nat Wolff E269519 entity
Predicate notableWork P4 FINISHED
Object Behaving Badly
Behaving Badly is a 2014 teen comedy film starring Nat Wolff as a high school student whose pursuit of his crush spirals into a series of chaotic and outrageous misadventures.
 E922216 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: Behaving Badly | Statement: [Nat Wolff, notableWork, Behaving Badly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Behaving Badly
Context triple: [Nat Wolff, notableWork, Behaving Badly]
  • A. Men Behaving Badly
    Men Behaving Badly is a British sitcom that follows the immature antics and chaotic lives of two flatmates, and became a defining comedy of 1990s UK television.
  • B. Good to Be Bad
    Good to Be Bad is a 2008 hard rock studio album by British band Whitesnake, marking their return with new material after a long hiatus.
  • C. The Misbehavers
    The Misbehavers is a comedic segment in the anthology film "Four Rooms" that follows two unruly children causing escalating chaos in a hotel room under the watch of an increasingly desperate bellhop.
  • D. The Badness
    "The Badness" is a track from the hip-hop mixtape "The Warm Up" by rapper J. Cole.
  • E. Bad Is Bad
    "Bad Is Bad" is a rock song by Huey Lewis and the News, featured on their hit 1983 album "Sports."
  • 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: Behaving Badly
Triple: [Nat Wolff, notableWork, Behaving Badly]
Generated description
Behaving Badly is a 2014 teen comedy film starring Nat Wolff as a high school student whose pursuit of his crush spirals into a series of chaotic and outrageous misadventures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Behaving Badly
Target entity description: Behaving Badly is a 2014 teen comedy film starring Nat Wolff as a high school student whose pursuit of his crush spirals into a series of chaotic and outrageous misadventures.
  • A. Men Behaving Badly
    Men Behaving Badly is a British sitcom that follows the immature antics and chaotic lives of two flatmates, and became a defining comedy of 1990s UK television.
  • B. Good to Be Bad
    Good to Be Bad is a 2008 hard rock studio album by British band Whitesnake, marking their return with new material after a long hiatus.
  • C. The Misbehavers
    The Misbehavers is a comedic segment in the anthology film "Four Rooms" that follows two unruly children causing escalating chaos in a hotel room under the watch of an increasingly desperate bellhop.
  • D. The Badness
    "The Badness" is a track from the hip-hop mixtape "The Warm Up" by rapper J. Cole.
  • E. Bad Is Bad
    "Bad Is Bad" is a rock song by Huey Lewis and the News, featured on their hit 1983 album "Sports."
  • 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_69d6aacca1048190b39dbbc2174616fa completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7fc30f5d48190bb273df4c9e583a9 completed April 9, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69e55697b2388190929d7e0b15d809ba completed April 19, 2026, 10:26 p.m.
NEDg Description generation batch_69e562c8fb948190be87cca65c3b74e1 completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e56aaa5c9081909f89cfe6a8fc03f0 completed April 19, 2026, 11:52 p.m.
Created at: April 8, 2026, 9:33 p.m.