Triple

T21258125
Position Surface form Disambiguated ID Type / Status
Subject Lauren Dungy E523921 entity
Predicate notableWork P4 FINISHED
Object Uncommon Marriage (children’s versions and related titles)
Uncommon Marriage (children’s versions and related titles) is a series of faith-based children’s books by Lauren Dungy that adapts the themes of commitment, teamwork, and Christian values from the Dungys’ marriage story for young readers.
 E1474614 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: Uncommon Marriage (children’s versions and related titles) | Statement: [Lauren Dungy, notableWork, Uncommon Marriage (children’s versions and related titles)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Uncommon Marriage (children’s versions and related titles)
Context triple: [Lauren Dungy, notableWork, Uncommon Marriage (children’s versions and related titles)]
  • A. Many Marriages
    Many Marriages is a 1923 novel by American author Sherwood Anderson that explores themes of love, sexuality, and personal liberation in small-town Midwestern life.
  • B. The Amateur Marriage
    The Amateur Marriage is a novel by Anne Tyler that traces the tumultuous decades-long relationship of a mismatched American couple against the backdrop of mid-20th-century social change.
  • C. A Happy Marriage
    A Happy Marriage is a semi-autobiographical novel by Rafael Yglesias that poignantly chronicles a long-term relationship and the impact of terminal illness on a married couple.
  • D. The Marrying Kind
    The Marrying Kind is a 1952 American comedy-drama film directed by George Cukor that explores the ups and downs of a working-class couple’s troubled marriage.
  • E. "Love and Marriage"
    "Love and Marriage" is a classic song by Frank Sinatra that became widely recognized as the theme music for the sitcom *Married... with Children*.
  • 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: Uncommon Marriage (children’s versions and related titles)
Triple: [Lauren Dungy, notableWork, Uncommon Marriage (children’s versions and related titles)]
Generated description
Uncommon Marriage (children’s versions and related titles) is a series of faith-based children’s books by Lauren Dungy that adapts the themes of commitment, teamwork, and Christian values from the Dungys’ marriage story for young readers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Uncommon Marriage (children’s versions and related titles)
Target entity description: Uncommon Marriage (children’s versions and related titles) is a series of faith-based children’s books by Lauren Dungy that adapts the themes of commitment, teamwork, and Christian values from the Dungys’ marriage story for young readers.
  • A. Many Marriages
    Many Marriages is a 1923 novel by American author Sherwood Anderson that explores themes of love, sexuality, and personal liberation in small-town Midwestern life.
  • B. The Amateur Marriage
    The Amateur Marriage is a novel by Anne Tyler that traces the tumultuous decades-long relationship of a mismatched American couple against the backdrop of mid-20th-century social change.
  • C. A Happy Marriage
    A Happy Marriage is a semi-autobiographical novel by Rafael Yglesias that poignantly chronicles a long-term relationship and the impact of terminal illness on a married couple.
  • D. The Marrying Kind
    The Marrying Kind is a 1952 American comedy-drama film directed by George Cukor that explores the ups and downs of a working-class couple’s troubled marriage.
  • E. "Love and Marriage"
    "Love and Marriage" is a classic song by Frank Sinatra that became widely recognized as the theme music for the sitcom *Married... with Children*.
  • 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_69e0b5146c108190adc9adb73e90abff completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e735e477d08190be17ad5384d69a80 completed April 21, 2026, 8:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a098ffa8e88819083c42a6406a6b415 completed May 17, 2026, 9:52 a.m.
NEDg Description generation batch_6a099107de508190b4d3d864c33cf7d8 completed May 17, 2026, 9:57 a.m.
NED2 Entity disambiguation (via description) batch_6a0991bc8370819087b205185299acce completed May 17, 2026, 10 a.m.
Created at: April 16, 2026, 3:58 p.m.