Triple

T4205433
Position Surface form Disambiguated ID Type / Status
Subject Richard Yates E86171 entity
Predicate notableWork P4 FINISHED
Object Liars in Love
Liars in Love is a collection of short stories by American author Richard Yates that explores themes of disillusionment, failed relationships, and emotional isolation in mid-20th-century life.
 E420728 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: Liars in Love | Statement: [Richard Yates, notableWork, Liars in Love]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liars in Love
Context triple: [Richard Yates, notableWork, Liars in Love]
  • A. Love, Lust & Lies
    Love, Lust & Lies is a 2010 Australian documentary film by Gillian Armstrong that follows the lives of a working-class Adelaide family over several decades as part of her long-term observational series.
  • B. Five Women Who Loved Love
    Five Women Who Loved Love is a classic 17th-century Japanese story collection by Ihara Saikaku that portrays the romantic and often tragic lives of women in the pleasure quarters of Edo-period Japan.
  • C. Love and Hisses
    Love and Hisses is a 1937 American comedy film best known for featuring comedian Bert Lahr in an early screen role.
  • D. The Thing About Love
    "The Thing About Love" is a pop ballad by Christina Aguilera from her 2007 album *Back to Basics*, showcasing her soulful vocals and reflective lyrics about the complexities of love.
  • E. The Liar
    "The Liar" is a painting by African-American artist Archibald Motley that exemplifies his vivid, jazz-age depictions of Black urban life and social interaction.
  • 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: Liars in Love
Triple: [Richard Yates, notableWork, Liars in Love]
Generated description
Liars in Love is a collection of short stories by American author Richard Yates that explores themes of disillusionment, failed relationships, and emotional isolation in mid-20th-century life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liars in Love
Target entity description: Liars in Love is a collection of short stories by American author Richard Yates that explores themes of disillusionment, failed relationships, and emotional isolation in mid-20th-century life.
  • A. Love, Lust & Lies
    Love, Lust & Lies is a 2010 Australian documentary film by Gillian Armstrong that follows the lives of a working-class Adelaide family over several decades as part of her long-term observational series.
  • B. Five Women Who Loved Love
    Five Women Who Loved Love is a classic 17th-century Japanese story collection by Ihara Saikaku that portrays the romantic and often tragic lives of women in the pleasure quarters of Edo-period Japan.
  • C. Love and Hisses
    Love and Hisses is a 1937 American comedy film best known for featuring comedian Bert Lahr in an early screen role.
  • D. The Thing About Love
    "The Thing About Love" is a pop ballad by Christina Aguilera from her 2007 album *Back to Basics*, showcasing her soulful vocals and reflective lyrics about the complexities of love.
  • E. The Liar
    "The Liar" is a painting by African-American artist Archibald Motley that exemplifies his vivid, jazz-age depictions of Black urban life and social interaction.
  • 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_69aed93b89f48190a31f6d57c760e42f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af03844314819092639ed7d6ef2c6e completed March 9, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b58a19c90c819083a750fafa6fd1c7 completed March 14, 2026, 4:17 p.m.
NEDg Description generation batch_69b58e337aec819092020d46ee235fd1 completed March 14, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_69b58e9f50948190a40254375e76153c completed March 14, 2026, 4:36 p.m.
Created at: March 9, 2026, 3:49 p.m.