Triple

T517662
Position Surface form Disambiguated ID Type / Status
Subject Desmond Tutu E10742 entity
Predicate wrote P2831 FINISHED
Object No Future Without Forgiveness
"No Future Without Forgiveness" is a non-fiction book by Archbishop Desmond Tutu reflecting on South Africa’s Truth and Reconciliation Commission and advocating forgiveness as the foundation for healing after apartheid.
E64562 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: No Future Without Forgiveness | Statement: [Desmond Tutu, wrote, No Future Without Forgiveness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: No Future Without Forgiveness
Context triple: [Desmond Tutu, wrote, No Future Without Forgiveness]
  • A. The War You Don't See
    The War You Don't See is a documentary film by journalist John Pilger that critically examines how the media shapes public perception of war and conflict.
  • B. Penance
    Penance is a sacrament in the Catholic Church through which the faithful confess sins, receive absolution from a priest, and are reconciled with God and the Church.
  • C. Ten Days of Repentance
    Ten Days of Repentance is the Jewish High Holy Days period between Rosh Hashanah and Yom Kippur devoted to introspection, seeking forgiveness, and spiritual renewal.
  • D. Freedom Next Time
    Freedom Next Time is a political non-fiction book by journalist and documentary filmmaker John Pilger that critiques Western foreign policy and media complicity in global injustices.
  • E. A Path Where No Man Thought
    A Path Where No Man Thought is a science book by Carl Sagan and Ann Druyan that explores nuclear winter and the catastrophic global consequences of nuclear war.
  • 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: No Future Without Forgiveness
Triple: [Desmond Tutu, wrote, No Future Without Forgiveness]
Generated description
"No Future Without Forgiveness" is a non-fiction book by Archbishop Desmond Tutu reflecting on South Africa’s Truth and Reconciliation Commission and advocating forgiveness as the foundation for healing after apartheid.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: No Future Without Forgiveness
Target entity description: "No Future Without Forgiveness" is a non-fiction book by Archbishop Desmond Tutu reflecting on South Africa’s Truth and Reconciliation Commission and advocating forgiveness as the foundation for healing after apartheid.
  • A. The War You Don't See
    The War You Don't See is a documentary film by journalist John Pilger that critically examines how the media shapes public perception of war and conflict.
  • B. Penance
    Penance is a sacrament in the Catholic Church through which the faithful confess sins, receive absolution from a priest, and are reconciled with God and the Church.
  • C. Ten Days of Repentance
    Ten Days of Repentance is the Jewish High Holy Days period between Rosh Hashanah and Yom Kippur devoted to introspection, seeking forgiveness, and spiritual renewal.
  • D. Freedom Next Time
    Freedom Next Time is a political non-fiction book by journalist and documentary filmmaker John Pilger that critiques Western foreign policy and media complicity in global injustices.
  • E. A Path Where No Man Thought
    A Path Where No Man Thought is a science book by Carl Sagan and Ann Druyan that explores nuclear winter and the catastrophic global consequences of nuclear war.
  • 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.