Triple

T14840321
Position Surface form Disambiguated ID Type / Status
Subject Amanda Donohoe E348943 entity
Predicate notableRole P22 FINISHED
Object Lou Stoke in Bad Girls
Lou Stoke in Bad Girls is a central character in the British television drama "Bad Girls," portrayed as a tough, complex inmate whose storylines explore power, loyalty, and survival within a women's prison.
E1121901 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: Lou Stoke in Bad Girls | Statement: [Amanda Donohoe, notableRole, Lou Stoke in Bad Girls]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lou Stoke in Bad Girls
Context triple: [Amanda Donohoe, notableRole, Lou Stoke in Bad Girls]
  • A. Yvonne in The Thief
    Yvonne in *The Thief* is a supporting character in the 1952 Cold War spy film, serving as part of the tense, dialogue-free narrative surrounding espionage and suspicion.
  • B. Chelsea Parker in St Trinian's
    Chelsea Parker in St Trinian's is a glamorous, fashion-obsessed schoolgirl character from the British comedy film "St Trinian's," portrayed by Tamsin Egerton.
  • C. Maureen in The Magdalene Sisters
    Maureen in *The Magdalene Sisters* is a young Irish woman confined to a brutal Magdalene asylum, whose struggle for dignity and escape anchors much of the film’s emotional impact.
  • D. 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.
  • E. Bad Girls
    "Bad Girls" is a 1994 American Western film about four former prostitutes on the run, produced and co-written by Lynda Obst.
  • 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: Lou Stoke in Bad Girls
Triple: [Amanda Donohoe, notableRole, Lou Stoke in Bad Girls]
Generated description
Lou Stoke in Bad Girls is a central character in the British television drama "Bad Girls," portrayed as a tough, complex inmate whose storylines explore power, loyalty, and survival within a women's prison.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lou Stoke in Bad Girls
Target entity description: Lou Stoke in Bad Girls is a central character in the British television drama "Bad Girls," portrayed as a tough, complex inmate whose storylines explore power, loyalty, and survival within a women's prison.
  • A. Yvonne in The Thief
    Yvonne in *The Thief* is a supporting character in the 1952 Cold War spy film, serving as part of the tense, dialogue-free narrative surrounding espionage and suspicion.
  • B. Chelsea Parker in St Trinian's
    Chelsea Parker in St Trinian's is a glamorous, fashion-obsessed schoolgirl character from the British comedy film "St Trinian's," portrayed by Tamsin Egerton.
  • C. Maureen in The Magdalene Sisters
    Maureen in *The Magdalene Sisters* is a young Irish woman confined to a brutal Magdalene asylum, whose struggle for dignity and escape anchors much of the film’s emotional impact.
  • D. 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.
  • E. Bad Girls
    "Bad Girls" is a 1994 American Western film about four former prostitutes on the run, produced and co-written by Lynda Obst.
  • 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_69d822ec69008190a9232caa68836872 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded28e40f08190b309d8ac6404d2fc completed April 14, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe38a9eb9481908ca509f484007cf6 completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe3d0eca948190b107bc593b6e5b72 completed May 8, 2026, 7:44 p.m.
NED2 Entity disambiguation (via description) batch_69fe3d94785881908911a7c6f1546d45 completed May 8, 2026, 7:46 p.m.
Created at: April 10, 2026, 1:53 a.m.