Triple
T12758359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raymond Bonner |
E304919
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
At the Hand of Man: Peril and Hope for Africa’s Wildlife
"At the Hand of Man: Peril and Hope for Africa’s Wildlife" is a nonfiction book that critically examines international conservation policies and their complex impacts on African wildlife and local communities.
|
E1000265
|
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: At the Hand of Man: Peril and Hope for Africa’s Wildlife | Statement: [Raymond Bonner, notableWork, At the Hand of Man: Peril and Hope for Africa’s Wildlife]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: At the Hand of Man: Peril and Hope for Africa’s Wildlife Context triple: [Raymond Bonner, notableWork, At the Hand of Man: Peril and Hope for Africa’s Wildlife]
-
A.
Serengeti Shall Not Die
Serengeti Shall Not Die is a landmark 1959 German documentary film and book about wildlife conservation in Tanzania’s Serengeti National Park, widely credited with raising global awareness of the need to protect the region’s ecosystem.
-
B.
Predators of the Serengeti
Predators of the Serengeti is an Oregon Zoo exhibit that immerses visitors in the wildlife and ecosystem of East Africa’s Serengeti, highlighting its iconic carnivores and their habitats.
-
C.
The Serengeti Rules
The Serengeti Rules is a popular science book by biologist Sean B. Carroll that explores the fundamental ecological principles governing how populations and ecosystems are regulated, using vivid case studies from the natural world.
-
D.
Cheetah: The Race for Survival
"Cheetah: The Race for Survival" is an Indianapolis Zoo exhibit focused on showcasing cheetahs and educating visitors about their speed, behavior, and conservation challenges in the wild.
-
E.
The Fight for Conservation
The Fight for Conservation is a seminal early 20th-century book advocating scientific forest management and the sustainable use of natural resources in the United States.
- 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: At the Hand of Man: Peril and Hope for Africa’s Wildlife Triple: [Raymond Bonner, notableWork, At the Hand of Man: Peril and Hope for Africa’s Wildlife]
Generated description
"At the Hand of Man: Peril and Hope for Africa’s Wildlife" is a nonfiction book that critically examines international conservation policies and their complex impacts on African wildlife and local communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: At the Hand of Man: Peril and Hope for Africa’s Wildlife Target entity description: "At the Hand of Man: Peril and Hope for Africa’s Wildlife" is a nonfiction book that critically examines international conservation policies and their complex impacts on African wildlife and local communities.
-
A.
Serengeti Shall Not Die
Serengeti Shall Not Die is a landmark 1959 German documentary film and book about wildlife conservation in Tanzania’s Serengeti National Park, widely credited with raising global awareness of the need to protect the region’s ecosystem.
-
B.
Predators of the Serengeti
Predators of the Serengeti is an Oregon Zoo exhibit that immerses visitors in the wildlife and ecosystem of East Africa’s Serengeti, highlighting its iconic carnivores and their habitats.
-
C.
The Serengeti Rules
The Serengeti Rules is a popular science book by biologist Sean B. Carroll that explores the fundamental ecological principles governing how populations and ecosystems are regulated, using vivid case studies from the natural world.
-
D.
Cheetah: The Race for Survival
"Cheetah: The Race for Survival" is an Indianapolis Zoo exhibit focused on showcasing cheetahs and educating visitors about their speed, behavior, and conservation challenges in the wild.
-
E.
The Fight for Conservation
The Fight for Conservation is a seminal early 20th-century book advocating scientific forest management and the sustainable use of natural resources in the United States.
- 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_69d7bdf1fcd081909ffb0e0d6fa3a07d |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96d8d3eb08190ae998df5cc6d9ba6 |
completed | April 10, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f67c9c93248190b77c7d229da64ffb |
completed | May 2, 2026, 10:37 p.m. |
| NEDg | Description generation | batch_69f67de172088190b055ace0fdcfd1fd |
completed | May 2, 2026, 10:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f67ec570a881909c98471b701999f0 |
completed | May 2, 2026, 10:46 p.m. |
Created at: April 9, 2026, 5:27 p.m.