Triple

T6996485
Position Surface form Disambiguated ID Type / Status
Subject Timothy Keller E162227 entity
Predicate notableWork P4 FINISHED
Object Walking with God through Pain and Suffering
"Walking with God through Pain and Suffering" is a Christian theological and pastoral book by Timothy Keller that explores how faith in God can provide meaning, comfort, and hope amid profound hardship and loss.
 E634487 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: Walking with God through Pain and Suffering | Statement: [Timothy Keller, notableWork, Walking with God through Pain and Suffering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walking with God through Pain and Suffering
Context triple: [Timothy Keller, notableWork, Walking with God through Pain and Suffering]
  • A. On the Christian Meaning of Human Suffering
    On the Christian Meaning of Human Suffering is Pope John Paul II’s 1984 apostolic letter that offers a theological reflection on the redemptive value of human suffering in light of Christ’s passion.
  • B. Reason for Hope: A Spiritual Journey
    Reason for Hope: A Spiritual Journey is a reflective memoir by primatologist Jane Goodall that intertwines her life story, scientific work, and enduring spiritual optimism about humanity and the natural world.
  • C. Follow God
    "Follow God" is a gospel-infused hip-hop track by Kanye West from his album *Jesus Is King*, known for its introspective lyrics and energetic, minimalist production.
  • D. The God Who Is There
    The God Who Is There is a foundational Christian apologetics book by Francis Schaeffer that critiques modern secular thought and defends historic biblical Christianity.
  • E. Hope and Suffering
    Hope and Suffering is a collection of sermons and reflections by Archbishop Desmond Tutu that explores faith, justice, and resilience amid the struggle against apartheid in South Africa.
  • 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: Walking with God through Pain and Suffering
Triple: [Timothy Keller, notableWork, Walking with God through Pain and Suffering]
Generated description
"Walking with God through Pain and Suffering" is a Christian theological and pastoral book by Timothy Keller that explores how faith in God can provide meaning, comfort, and hope amid profound hardship and loss.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walking with God through Pain and Suffering
Target entity description: "Walking with God through Pain and Suffering" is a Christian theological and pastoral book by Timothy Keller that explores how faith in God can provide meaning, comfort, and hope amid profound hardship and loss.
  • A. On the Christian Meaning of Human Suffering
    On the Christian Meaning of Human Suffering is Pope John Paul II’s 1984 apostolic letter that offers a theological reflection on the redemptive value of human suffering in light of Christ’s passion.
  • B. Reason for Hope: A Spiritual Journey
    Reason for Hope: A Spiritual Journey is a reflective memoir by primatologist Jane Goodall that intertwines her life story, scientific work, and enduring spiritual optimism about humanity and the natural world.
  • C. Follow God
    "Follow God" is a gospel-infused hip-hop track by Kanye West from his album *Jesus Is King*, known for its introspective lyrics and energetic, minimalist production.
  • D. The God Who Is There
    The God Who Is There is a foundational Christian apologetics book by Francis Schaeffer that critiques modern secular thought and defends historic biblical Christianity.
  • E. Hope and Suffering
    Hope and Suffering is a collection of sermons and reflections by Archbishop Desmond Tutu that explores faith, justice, and resilience amid the struggle against apartheid in South Africa.
  • 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_69c68857ffc08190857dc62cd5253777 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dbedafa48190af0d2b47e3a1e17e completed March 27, 2026, 7:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a1fa11481908450978acc1e0913 completed March 28, 2026, 5:41 a.m.
NEDg Description generation batch_69c76b84f5688190a0aef7cd8695c6b0 completed March 28, 2026, 5:47 a.m.
NED2 Entity disambiguation (via description) batch_69c76be95ecc8190a57ff197f236d434 completed March 28, 2026, 5:49 a.m.
Created at: March 27, 2026, 2:32 p.m.