Triple

T8871464
Position Surface form Disambiguated ID Type / Status
Subject Ann Swidler E211165 entity
Predicate authorOf P4244 FINISHED
Object Talk of Love: How Culture Matters
Talk of Love: How Culture Matters is a sociological study by Ann Swidler that examines how people use ideas about love to navigate and make sense of their everyday relationships and moral choices.
 E763081 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: Talk of Love: How Culture Matters | Statement: [Ann Swidler, authorOf, Talk of Love: How Culture Matters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talk of Love: How Culture Matters
Context triple: [Ann Swidler, authorOf, Talk of Love: How Culture Matters]
  • A. Love Is a Bourgeois Construct
    "Love Is a Bourgeois Construct" is a 2013 synth-pop song by the Pet Shop Boys, noted for its ironic, philosophically tinged lyrics and its use of a melody inspired by Michael Nyman.
  • B. The Nature of Culture
    The Nature of Culture is a seminal anthropological work by Alfred L. Kroeber that systematically explores the concept, patterns, and development of human culture.
  • C. The Will to Change: Men, Masculinity, and Love
    The Will to Change: Men, Masculinity, and Love is a nonfiction book by bell hooks that critiques patriarchal masculinity and explores how men can embrace emotional openness, love, and feminist principles.
  • D. Habits of the Heart
    Habits of the Heart is a widely influential sociological study of individualism and community in American life, co-authored by Robert N. Bellah and colleagues.
  • E. It Is Time for a Love Revolution
    "It Is Time for a Love Revolution" is a 2008 rock and soul-influenced studio album by American musician Lenny Kravitz.
  • 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: Talk of Love: How Culture Matters
Triple: [Ann Swidler, authorOf, Talk of Love: How Culture Matters]
Generated description
Talk of Love: How Culture Matters is a sociological study by Ann Swidler that examines how people use ideas about love to navigate and make sense of their everyday relationships and moral choices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talk of Love: How Culture Matters
Target entity description: Talk of Love: How Culture Matters is a sociological study by Ann Swidler that examines how people use ideas about love to navigate and make sense of their everyday relationships and moral choices.
  • A. Love Is a Bourgeois Construct
    "Love Is a Bourgeois Construct" is a 2013 synth-pop song by the Pet Shop Boys, noted for its ironic, philosophically tinged lyrics and its use of a melody inspired by Michael Nyman.
  • B. The Nature of Culture
    The Nature of Culture is a seminal anthropological work by Alfred L. Kroeber that systematically explores the concept, patterns, and development of human culture.
  • C. The Will to Change: Men, Masculinity, and Love
    The Will to Change: Men, Masculinity, and Love is a nonfiction book by bell hooks that critiques patriarchal masculinity and explores how men can embrace emotional openness, love, and feminist principles.
  • D. Habits of the Heart
    Habits of the Heart is a widely influential sociological study of individualism and community in American life, co-authored by Robert N. Bellah and colleagues.
  • E. It Is Time for a Love Revolution
    "It Is Time for a Love Revolution" is a 2008 rock and soul-influenced studio album by American musician Lenny Kravitz.
  • 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_69ca838d3c7c8190a849566d5afd2b11 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc61281e888190a32b08980310979f completed April 1, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfa0f1f1888190a5b514b895e44799 completed April 3, 2026, 11:13 a.m.
NEDg Description generation batch_69cfa1ee350881909355371d824ebe3d completed April 3, 2026, 11:18 a.m.
NED2 Entity disambiguation (via description) batch_69cfa26ab1b881909e42a435f4e3333c completed April 3, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:51 p.m.