Triple

T517663
Position Surface form Disambiguated ID Type / Status
Subject Desmond Tutu E10742 entity
Predicate wrote P2831 FINISHED
Object God Has a Dream: A Vision of Hope for Our Time
God Has a Dream: A Vision of Hope for Our Time is a spiritual and moral reflection by Archbishop Desmond Tutu that shares his vision of reconciliation, forgiveness, and hope in the face of injustice and suffering.
E64563 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: God Has a Dream: A Vision of Hope for Our Time | Statement: [Desmond Tutu, wrote, God Has a Dream: A Vision of Hope for Our Time]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: God Has a Dream: A Vision of Hope for Our Time
Context triple: [Desmond Tutu, wrote, God Has a Dream: A Vision of Hope for Our Time]
  • A. 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.
  • B. Vision After the Sermon
    Vision After the Sermon is an 1888 painting by Paul Gauguin that depicts Breton women witnessing Jacob wrestling with an angel, exemplifying his bold use of color and symbolic, Post-Impressionist style.
  • C. Love Is the Way: Holding on to Hope in Troubling Times
    Love Is the Way: Holding on to Hope in Troubling Times is a Christian inspirational book by Episcopal bishop Michael Curry that explores how living a life grounded in love can transform individuals and society amid contemporary challenges.
  • D. The Battle for God
    The Battle for God is a non-fiction book by religious historian Karen Armstrong that examines the rise of fundamentalism in Judaism, Christianity, and Islam in the modern world.
  • E. The Gospel of Creation
    The Gospel of Creation is a key theological chapter in Pope Francis’s encyclical Laudato si’ that reflects on the biblical and spiritual foundations of caring for the environment and all creation.
  • 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: God Has a Dream: A Vision of Hope for Our Time
Triple: [Desmond Tutu, wrote, God Has a Dream: A Vision of Hope for Our Time]
Generated description
God Has a Dream: A Vision of Hope for Our Time is a spiritual and moral reflection by Archbishop Desmond Tutu that shares his vision of reconciliation, forgiveness, and hope in the face of injustice and suffering.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: God Has a Dream: A Vision of Hope for Our Time
Target entity description: God Has a Dream: A Vision of Hope for Our Time is a spiritual and moral reflection by Archbishop Desmond Tutu that shares his vision of reconciliation, forgiveness, and hope in the face of injustice and suffering.
  • A. 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.
  • B. Vision After the Sermon
    Vision After the Sermon is an 1888 painting by Paul Gauguin that depicts Breton women witnessing Jacob wrestling with an angel, exemplifying his bold use of color and symbolic, Post-Impressionist style.
  • C. Love Is the Way: Holding on to Hope in Troubling Times
    Love Is the Way: Holding on to Hope in Troubling Times is a Christian inspirational book by Episcopal bishop Michael Curry that explores how living a life grounded in love can transform individuals and society amid contemporary challenges.
  • D. The Battle for God
    The Battle for God is a non-fiction book by religious historian Karen Armstrong that examines the rise of fundamentalism in Judaism, Christianity, and Islam in the modern world.
  • E. The Gospel of Creation
    The Gospel of Creation is a key theological chapter in Pope Francis’s encyclical Laudato si’ that reflects on the biblical and spiritual foundations of caring for the environment and all creation.
  • 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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f19d81d48190bd65a02059fc8473 completed Feb. 28, 2026, 1:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4a42d1a348190abc23d22bda5d9a2 completed March 1, 2026, 8:40 p.m.
NEDg Description generation batch_69a4a4a83cb48190a5d80557c5573ab2 completed March 1, 2026, 8:42 p.m.
NED2 Entity disambiguation (via description) batch_69a4a52e4ae081909f880462479fc51f completed March 1, 2026, 8:44 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.