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.