Triple

T21368136
Position Surface form Disambiguated ID Type / Status
Subject Amanda Barrie E526974 entity
Predicate appearedIn P795 FINISHED
Object 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.
E1479961 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: [Amanda Barrie, appearedIn, Bad Girls]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bad Girls
Context triple: [Amanda Barrie, appearedIn, Bad Girls]
  • A. Bad Girls
    "Bad Girls" is a 1994 American Western film about four former prostitutes on the run, produced and co-written by Lynda Obst.
  • B. 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.
  • C. 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.
  • D. 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.
  • 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: Bad Girls
Triple: [Amanda Barrie, appearedIn, Bad Girls]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bad Girls
Target entity description: 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.
  • 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 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_69e0b51e80808190ba5cb05667af02a9 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69ee5baf5fb4819093f8d8afdd83ffdb completed April 26, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09ad6e67c88190b8152ce0bcd77f1c completed May 17, 2026, 11:58 a.m.
NEDg Description generation batch_6a09ae6c7ce481908021fecbc181bb93 completed May 17, 2026, 12:02 p.m.
NED2 Entity disambiguation (via description) batch_6a09aedbc2dc8190914e279d6425fa50 completed May 17, 2026, 12:04 p.m.
Created at: April 16, 2026, 5:09 p.m.