Triple
T517665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Desmond Tutu |
E10742
|
entity |
| Predicate | wrote |
P2831
|
FINISHED |
| Object |
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.
|
E64564
|
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: Hope and Suffering | Statement: [Desmond Tutu, wrote, Hope and Suffering]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hope and Suffering Context triple: [Desmond Tutu, wrote, Hope and Suffering]
-
A.
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.
-
B.
Between Hope and History
"Between Hope and History" is a political book by Bill Clinton that outlines his centrist vision, policy priorities, and reflections on his presidency during the 1990s.
-
C.
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.
-
D.
High Hopes
"High Hopes" is a 2014 studio album by American rock musician Bruce Springsteen that features reinterpretations of older material, covers, and outtakes, prominently including contributions from guitarist Tom Morello.
-
E.
The Salvation
The Salvation is a 2014 Danish-directed Western film starring Mads Mikkelsen as a settler seeking revenge in the American frontier.
- 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: Hope and Suffering Triple: [Desmond Tutu, wrote, Hope and Suffering]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hope and Suffering Target entity description: 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.
-
A.
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.
-
B.
Between Hope and History
"Between Hope and History" is a political book by Bill Clinton that outlines his centrist vision, policy priorities, and reflections on his presidency during the 1990s.
-
C.
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.
-
D.
High Hopes
"High Hopes" is a 2014 studio album by American rock musician Bruce Springsteen that features reinterpretations of older material, covers, and outtakes, prominently including contributions from guitarist Tom Morello.
-
E.
The Salvation
The Salvation is a 2014 Danish-directed Western film starring Mads Mikkelsen as a settler seeking revenge in the American frontier.
- 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.