Triple

T17621597
Position Surface form Disambiguated ID Type / Status
Subject Wesley Wyndam-Pryce E429720 entity
Predicate firstAppearanceEpisode P16444 FINISHED
Object 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.
 E1279502 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: Bad Girls | Statement: [Wesley Wyndam-Pryce, firstAppearanceEpisode, Bad Girls]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bad Girls
Context triple: [Wesley Wyndam-Pryce, firstAppearanceEpisode, Bad Girls]
  • A. 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.
  • B. 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.
  • C. Bad Girls
    Bad Girls is the English release title of the 1968 French psychological drama film "Les Biches," directed by Claude Chabrol.
  • D. Bad Girls
    "Bad Girls" is a 1994 American Western film about four former prostitutes on the run, produced and co-written by Lynda Obst.
  • E. Bad Girl
    "Bad Girl" is a high-energy R&B/pop single by Danity Kane known for its club-ready production and confident, empowering lyrics.
  • 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: Bad Girls
Triple: [Wesley Wyndam-Pryce, firstAppearanceEpisode, Bad Girls]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bad Girls
Target entity description: "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.
  • A. 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.
  • B. Bad Girls
    "Bad Girls" is a 1994 American Western film about four former prostitutes on the run, produced and co-written by Lynda Obst.
  • 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 the English release title of the 1968 French psychological drama film "Les Biches," directed by Claude Chabrol.
  • E. Bad Girl
    "Bad Girl" is a high-energy R&B/pop single by Danity Kane known for its club-ready production and confident, empowering lyrics.
  • 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_69d889e37f308190a6aa0a69daff86c7 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46db98c54819088dadec9f6bcc559 completed April 19, 2026, 5:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a020a9553f08190a4cd8fea76f016df completed May 11, 2026, 4:57 p.m.
NEDg Description generation batch_6a020bec249c81909148778f348fb1b4 completed May 11, 2026, 5:03 p.m.
NED2 Entity disambiguation (via description) batch_6a020ce0cc0081909e9e90b9067e3f01 completed May 11, 2026, 5:07 p.m.
Created at: April 10, 2026, 5:51 a.m.