Triple

T11316458
Position Surface form Disambiguated ID Type / Status
Subject Paul David Tripp E267980 entity
Predicate notableWork P4 FINISHED
Object What Did You Expect? Redeeming the Realities of Marriage
"What Did You Expect? Redeeming the Realities of Marriage" is a Christian marriage book by Paul David Tripp that explores how the gospel reshapes expectations, conflict, and commitment in everyday married life.
 E917532 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: What Did You Expect? Redeeming the Realities of Marriage | Statement: [Paul David Tripp, notableWork, What Did You Expect? Redeeming the Realities of Marriage]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: What Did You Expect? Redeeming the Realities of Marriage
Context triple: [Paul David Tripp, notableWork, What Did You Expect? Redeeming the Realities of Marriage]
  • A. The Meaning of Marriage
    The Meaning of Marriage is a Christian book by pastor and theologian Timothy Keller that explores the biblical purpose, challenges, and practical outworking of marriage in modern life.
  • B. On Marriage
    "On Marriage" is a 19th-century feminist essay that critiques the legal and social subordination of wives and argues for equal rights within marriage.
  • C. Sex, God & Marriage
    Sex, God & Marriage is a Christian book by pastor Johann Christoph Arnold that explores sexuality, relationships, and marital faithfulness from a traditional, faith-centered perspective.
  • D. Marriage Rescue
    Marriage Rescue is a reality television series in which Jon Taffer applies his conflict-resolution and turnaround expertise to help struggling married couples repair their relationships.
  • E. Authority and Autonomy in Marriage
    "Authority and Autonomy in Marriage" is a sociological and feminist analysis by Marianne Weber that examines power relations, gender roles, and individual freedom within the institution of marriage.
  • 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: What Did You Expect? Redeeming the Realities of Marriage
Triple: [Paul David Tripp, notableWork, What Did You Expect? Redeeming the Realities of Marriage]
Generated description
"What Did You Expect? Redeeming the Realities of Marriage" is a Christian marriage book by Paul David Tripp that explores how the gospel reshapes expectations, conflict, and commitment in everyday married life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: What Did You Expect? Redeeming the Realities of Marriage
Target entity description: "What Did You Expect? Redeeming the Realities of Marriage" is a Christian marriage book by Paul David Tripp that explores how the gospel reshapes expectations, conflict, and commitment in everyday married life.
  • A. The Meaning of Marriage
    The Meaning of Marriage is a Christian book by pastor and theologian Timothy Keller that explores the biblical purpose, challenges, and practical outworking of marriage in modern life.
  • B. On Marriage
    "On Marriage" is a 19th-century feminist essay that critiques the legal and social subordination of wives and argues for equal rights within marriage.
  • C. Sex, God & Marriage
    Sex, God & Marriage is a Christian book by pastor Johann Christoph Arnold that explores sexuality, relationships, and marital faithfulness from a traditional, faith-centered perspective.
  • D. Marriage Rescue
    Marriage Rescue is a reality television series in which Jon Taffer applies his conflict-resolution and turnaround expertise to help struggling married couples repair their relationships.
  • E. Authority and Autonomy in Marriage
    "Authority and Autonomy in Marriage" is a sociological and feminist analysis by Marianne Weber that examines power relations, gender roles, and individual freedom within the institution of marriage.
  • 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_69d6aaca5c24819083db46a30d86cb34 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9c3cf748190987838029d9f7fff completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a9e66588190b71e0f60133a8995 completed April 19, 2026, 5:02 p.m.
NEDg Description generation batch_69e510fc537c8190bbf11c8fd6e5764b completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516d0910481908fee176db0d9229b completed April 19, 2026, 5:54 p.m.
Created at: April 8, 2026, 9:32 p.m.