Triple

T22454068
Position Surface form Disambiguated ID Type / Status
Subject Shondrella Avery E555066 entity
Predicate participatedIn P149 FINISHED
Object Girls Behaving Badly (TV series)
Girls Behaving Badly is a hidden-camera comedy television series featuring female comedians pulling pranks and social experiments on unsuspecting people.
E1537522 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 (TV series) | Statement: [Shondrella Avery, participatedIn, Girls Behaving Badly (TV series)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Girls Behaving Badly (TV series)
Context triple: [Shondrella Avery, participatedIn, Girls Behaving Badly (TV series)]
  • A. Bad Girls Club
    "Bad Girls Club" is a reality television series that follows the dramatic lives and conflicts of a group of young women living together in a shared house.
  • B. Bad Girls
    "Bad Girls" is a 1979 disco hit album by Donna Summer, widely regarded as one of her signature works and a landmark of the disco era.
  • C. Bad Girls
    "Bad Girls" is a 1994 American Western film about four former prostitutes on the run, produced and co-written by Lynda Obst.
  • D. Bad Girls
    "Bad Girls" is an episode of the television series Buffy the Vampire Slayer that marks the debut of the character Wesley Wyndam-Pryce, a new Watcher sent to oversee Buffy and Faith.
  • 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 (TV series)
Triple: [Shondrella Avery, participatedIn, Girls Behaving Badly (TV series)]
Generated description
Girls Behaving Badly is a hidden-camera comedy television series featuring female comedians pulling pranks and social experiments on unsuspecting people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Girls Behaving Badly (TV series)
Target entity description: Girls Behaving Badly is a hidden-camera comedy television series featuring female comedians pulling pranks and social experiments on unsuspecting people.
  • A. Bad Girls Club
    "Bad Girls Club" is a reality television series that follows the dramatic lives and conflicts of a group of young women living together in a shared house.
  • B. Bad Girls
    "Bad Girls" is a 1979 disco hit album by Donna Summer, widely regarded as one of her signature works and a landmark of the disco era.
  • C. Bad Girls
    "Bad Girls" is a 1994 American Western film about four former prostitutes on the run, produced and co-written by Lynda Obst.
  • D. Bad Girls
    Bad Girls is the English release title of the 1968 French psychological drama film "Les Biches," directed by Claude Chabrol.
  • E. Bad Girls
    "Bad Girls" is an episode of the television series Buffy the Vampire Slayer that marks the debut of the character Wesley Wyndam-Pryce, a new Watcher sent to oversee Buffy and Faith.
  • 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.