Triple

T22454054
Position Surface form Disambiguated ID Type / Status
Subject Shondrella Avery E555066 entity
Predicate notableWork P4 FINISHED
Object Girls Behaving Badly
Girls Behaving Badly is a hidden-camera comedy television series featuring women pulling pranks and practical jokes on unsuspecting people.
 E1537520 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: Girls Behaving Badly | Statement: [Shondrella Avery, notableWork, Girls Behaving Badly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Girls Behaving Badly
Context triple: [Shondrella Avery, notableWork, Girls Behaving Badly]
  • A. 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.
  • B. 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.
  • C. Bad Girls
    "Bad Girls" is a 2012 single by British-Sri Lankan artist M.I.A., known for its Middle Eastern–influenced production and a visually striking, stunt-filled music video that critiques gender norms and driving bans.
  • D. Bad Girls
    Bad Girls is a British television drama series set in a women's prison, focusing on the lives, relationships, and struggles of inmates and staff.
  • E. Bad Girls
    Bad Girls is the English release title of the 1968 French psychological drama film "Les Biches," directed by Claude Chabrol.
  • 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: Girls Behaving Badly
Triple: [Shondrella Avery, notableWork, Girls Behaving Badly]
Generated description
Girls Behaving Badly is a hidden-camera comedy television series featuring women pulling pranks and practical jokes on unsuspecting people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Girls Behaving Badly
Target entity description: Girls Behaving Badly is a hidden-camera comedy television series featuring women pulling pranks and practical jokes on unsuspecting people.
  • A. 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.
  • B. 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.
  • C. Bad Girls
    "Bad Girls" is a 2012 single by British-Sri Lankan artist M.I.A., known for its Middle Eastern–influenced production and a visually striking, stunt-filled music video that critiques gender norms and driving bans.
  • D. Bad Girls
    Bad Girls is a British television drama series set in a women's prison, focusing on the lives, relationships, and struggles of inmates and staff.
  • E. Bad Girls
    Bad Girls is the English release title of the 1968 French psychological drama film "Les Biches," directed by Claude Chabrol.
  • 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_69e11e5113208190ab58c6b595f9d1d0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15b4e2bd4819083e5bed44e9776c6 completed April 29, 2026, 1:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b0c7d6324819086dc3b07bf77c64a completed May 18, 2026, 12:56 p.m.
NEDg Description generation batch_6a0b0d2ba1e08190b2ebd1ee42641fd1 completed May 18, 2026, 12:59 p.m.
NED2 Entity disambiguation (via description) batch_6a0b0daf9bac819086166985458f6742 completed May 18, 2026, 1:01 p.m.
Created at: April 16, 2026, 8:48 p.m.