Triple

T13561245
Position Surface form Disambiguated ID Type / Status
Subject Anne Tyler E323913 entity
Predicate notableWork P4 FINISHED
Object 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.
 E1046780 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: The Amateur Marriage | Statement: [Anne Tyler, notableWork, The Amateur Marriage]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Amateur Marriage
Context triple: [Anne Tyler, notableWork, The Amateur Marriage]
  • A. The Marriage Mill
    The Marriage Mill is a historic nickname for Crown Point, Indiana, reflecting its past reputation as a popular destination for quick and easy weddings.
  • B. 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.
  • C. The Marriage Counselor
    The Marriage Counselor is a stage play by Tyler Perry that blends drama and comedy to explore the complexities of relationships, infidelity, and personal growth within a troubled marriage.
  • D. A Quiet Little Marriage
    A Quiet Little Marriage is an independent drama film that explores the unraveling relationship of a young married couple as they confront secrets, addiction, and the pressures of commitment.
  • E. A Good Marriage
    A Good Marriage is a 2014 psychological thriller film based on a Stephen King novella, in which a woman discovers her seemingly perfect husband may be hiding a horrifying secret.
  • 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: The Amateur Marriage
Triple: [Anne Tyler, notableWork, The Amateur Marriage]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Amateur Marriage
Target entity description: 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.
  • A. The Marriage Mill
    The Marriage Mill is a historic nickname for Crown Point, Indiana, reflecting its past reputation as a popular destination for quick and easy weddings.
  • B. 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.
  • C. The Marriage Counselor
    The Marriage Counselor is a stage play by Tyler Perry that blends drama and comedy to explore the complexities of relationships, infidelity, and personal growth within a troubled marriage.
  • D. A Quiet Little Marriage
    A Quiet Little Marriage is an independent drama film that explores the unraveling relationship of a young married couple as they confront secrets, addiction, and the pressures of commitment.
  • E. A Good Marriage
    A Good Marriage is a 2014 psychological thriller film based on a Stephen King novella, in which a woman discovers her seemingly perfect husband may be hiding a horrifying secret.
  • 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_69d8076830b48190910a902bae5888e2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaff5219081909cf60423e79d278f completed April 12, 2026, 2:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75dad601481908de5f266f01f3f49 completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f75f563cfc81909cde4c403ac10a58 completed May 3, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_69f75fcbf9548190abd74bf4f4ae2e11 completed May 3, 2026, 2:46 p.m.
Created at: April 9, 2026, 9:47 p.m.