Triple

T13868596
Position Surface form Disambiguated ID Type / Status
Subject DeVon Franklin E333392 entity
Predicate notableWork P4 FINISHED
Object Book "Produced by Faith"
"Produced by Faith" is a faith-based self-help and career guidance book by Hollywood producer and preacher DeVon Franklin that blends spiritual principles with practical advice for achieving professional success.
E1066287 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: Book "Produced by Faith" | Statement: [DeVon Franklin, notableWork, Book "Produced by Faith"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Book "Produced by Faith"
Context triple: [DeVon Franklin, notableWork, Book "Produced by Faith"]
  • A. book "Gentle and Lowly"
    "Gentle and Lowly" is a Christian devotional book by Dane Ortlund that explores the compassionate heart of Jesus toward sinners and sufferers.
  • B. book "Knowing God"
    "Knowing God" is a classic Christian theological book by J. I. Packer that explores the nature and character of God in a deeply devotional and doctrinally rich way.
  • C. The Meaning of Faith
    The Meaning of Faith is a 1918 Christian theological work by liberal Protestant minister Harry Emerson Fosdick that explores the nature and practical implications of religious faith in modern life.
  • D. Something About Faith
    "Something About Faith" is a 2010 R&B studio album by American singer Faith Evans that blends soulful ballads with contemporary production and features several high-profile collaborations.
  • E. Living by the Word
    Living by the Word is a collection of essays and meditations by Alice Walker that explores spirituality, social justice, feminism, and the power of language in everyday life.
  • 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: Book "Produced by Faith"
Triple: [DeVon Franklin, notableWork, Book "Produced by Faith"]
Generated description
"Produced by Faith" is a faith-based self-help and career guidance book by Hollywood producer and preacher DeVon Franklin that blends spiritual principles with practical advice for achieving professional success.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Book "Produced by Faith"
Target entity description: "Produced by Faith" is a faith-based self-help and career guidance book by Hollywood producer and preacher DeVon Franklin that blends spiritual principles with practical advice for achieving professional success.
  • A. book "Gentle and Lowly"
    "Gentle and Lowly" is a Christian devotional book by Dane Ortlund that explores the compassionate heart of Jesus toward sinners and sufferers.
  • B. book "Knowing God"
    "Knowing God" is a classic Christian theological book by J. I. Packer that explores the nature and character of God in a deeply devotional and doctrinally rich way.
  • C. The Meaning of Faith
    The Meaning of Faith is a 1918 Christian theological work by liberal Protestant minister Harry Emerson Fosdick that explores the nature and practical implications of religious faith in modern life.
  • D. Something About Faith
    "Something About Faith" is a 2010 R&B studio album by American singer Faith Evans that blends soulful ballads with contemporary production and features several high-profile collaborations.
  • E. Living by the Word
    Living by the Word is a collection of essays and meditations by Alice Walker that explores spirituality, social justice, feminism, and the power of language in everyday life.
  • 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_69d81c5ced9c8190b0e9bcc6effe5959 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de05c530148190b11704300bbd5f9b completed April 14, 2026, 9:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c105da548190b908a54fec029236 completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c1e7efd88190ac07472647da69e7 completed May 3, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69f7c3396f7c8190987079bf24ac8695 completed May 3, 2026, 9:50 p.m.
Created at: April 9, 2026, 10:14 p.m.