Triple

T14508069
Position Surface form Disambiguated ID Type / Status
Subject Emily M. Danforth E340317 entity
Predicate hasWritten P2831 FINISHED
Object Plain Bad Heroines
Plain Bad Heroines is a genre-blending gothic horror novel that intertwines a cursed early-1900s girls’ school with a contemporary Hollywood film adaptation, exploring queer relationships, obsession, and storytelling.
E1102829 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: Plain Bad Heroines | Statement: [Emily M. Danforth, hasWritten, Plain Bad Heroines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Plain Bad Heroines
Context triple: [Emily M. Danforth, hasWritten, Plain Bad Heroines]
  • A. The Bitch
    "The Bitch" is a 1979 British erotic thriller film based on Jackie Collins' novel, following a glamorous nightclub owner entangled in high-stakes crime, sex, and betrayal in London's disco era.
  • B. Good Girl Gone Bad
    Good Girl Gone Bad is Rihanna's critically acclaimed 2007 pop and R&B album that marked her transition to a more edgy, mature image and sound.
  • C. Bitch Bad
    "Bitch Bad" is a socially conscious hip-hop track by Lupe Fiasco that critiques the impact of misogynistic language and media on gender perceptions.
  • D. Ruthless Bastards
    Ruthless Bastards is a hip-hop group known for its gritty, hardcore style and collaborations within the East Coast rap scene.
  • E. Let’s Be Bad
    "Let’s Be Bad" is a high-energy musical number from the TV series Smash, performed within the fictional Marilyn Monroe musical Bombshell.
  • 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: Plain Bad Heroines
Triple: [Emily M. Danforth, hasWritten, Plain Bad Heroines]
Generated description
Plain Bad Heroines is a genre-blending gothic horror novel that intertwines a cursed early-1900s girls’ school with a contemporary Hollywood film adaptation, exploring queer relationships, obsession, and storytelling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Plain Bad Heroines
Target entity description: Plain Bad Heroines is a genre-blending gothic horror novel that intertwines a cursed early-1900s girls’ school with a contemporary Hollywood film adaptation, exploring queer relationships, obsession, and storytelling.
  • A. The Bitch
    "The Bitch" is a 1979 British erotic thriller film based on Jackie Collins' novel, following a glamorous nightclub owner entangled in high-stakes crime, sex, and betrayal in London's disco era.
  • B. Good Girl Gone Bad
    Good Girl Gone Bad is Rihanna's critically acclaimed 2007 pop and R&B album that marked her transition to a more edgy, mature image and sound.
  • C. Bitch Bad
    "Bitch Bad" is a socially conscious hip-hop track by Lupe Fiasco that critiques the impact of misogynistic language and media on gender perceptions.
  • D. Ruthless Bastards
    Ruthless Bastards is a hip-hop group known for its gritty, hardcore style and collaborations within the East Coast rap scene.
  • E. Let’s Be Bad
    "Let’s Be Bad" is a high-energy musical number from the TV series Smash, performed within the fictional Marilyn Monroe musical Bombshell.
  • 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_69d822d9c0408190b9a2b3643e58bb4d completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69de94e40e44819084f323f8f9982b75 completed April 14, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6da26a308190bf86ed1edbe8d57e completed May 8, 2026, 4:59 a.m.
NEDg Description generation batch_69fd71ef47848190bf10dbedb72304e6 completed May 8, 2026, 5:17 a.m.
NED2 Entity disambiguation (via description) batch_69fd729c87dc81909d9149928c70cb00 completed May 8, 2026, 5:20 a.m.
Created at: April 10, 2026, 1:21 a.m.