Triple

T307835
Position Surface form Disambiguated ID Type / Status
Subject Jared Diamond E6340 entity
Predicate notableWork P4 FINISHED
Object The World Until Yesterday
The World Until Yesterday is a non-fiction book by Jared Diamond that examines traditional societies to draw lessons about human nature, social organization, and modern life.
 E40177 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: The World Until Yesterday | Statement: [Jared Diamond, notableWork, The World Until Yesterday]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The World Until Yesterday
Context triple: [Jared Diamond, notableWork, The World Until Yesterday]
  • A. Guns, Germs, and Steel
    Guns, Germs, and Steel is a widely influential book by Jared Diamond that explores how geography, environment, and the distribution of domesticable plants and animals shaped the unequal development of human societies.
  • B. Field Notes from a Catastrophe
    Field Notes from a Catastrophe is a nonfiction book by Elizabeth Kolbert that examines the science, evidence, and early impacts of human-driven climate change around the world.
  • C. The Third Chimpanzee
    The Third Chimpanzee is a popular science book by Jared Diamond that explores human evolution and behavior by comparing Homo sapiens to our closest primate relatives.
  • D. Caste: The Origins of Our Discontents
    Caste: The Origins of Our Discontents is a nonfiction book by Isabel Wilkerson that examines the hidden caste systems shaping social hierarchy and inequality in the United States and around the world.
  • E. The Mind of Primitive Man
    The Mind of Primitive Man is a foundational anthropological work by Franz Boas that challenged scientific racism and argued for the cultural and historical basis of human differences.
  • 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: The World Until Yesterday
Triple: [Jared Diamond, notableWork, The World Until Yesterday]
Generated description
The World Until Yesterday is a non-fiction book by Jared Diamond that examines traditional societies to draw lessons about human nature, social organization, and modern life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The World Until Yesterday
Target entity description: The World Until Yesterday is a non-fiction book by Jared Diamond that examines traditional societies to draw lessons about human nature, social organization, and modern life.
  • A. Guns, Germs, and Steel
    Guns, Germs, and Steel is a widely influential book by Jared Diamond that explores how geography, environment, and the distribution of domesticable plants and animals shaped the unequal development of human societies.
  • B. Field Notes from a Catastrophe
    Field Notes from a Catastrophe is a nonfiction book by Elizabeth Kolbert that examines the science, evidence, and early impacts of human-driven climate change around the world.
  • C. The Third Chimpanzee
    The Third Chimpanzee is a popular science book by Jared Diamond that explores human evolution and behavior by comparing Homo sapiens to our closest primate relatives.
  • D. Caste: The Origins of Our Discontents
    Caste: The Origins of Our Discontents is a nonfiction book by Isabel Wilkerson that examines the hidden caste systems shaping social hierarchy and inequality in the United States and around the world.
  • E. The Mind of Primitive Man
    The Mind of Primitive Man is a foundational anthropological work by Franz Boas that challenged scientific racism and argued for the cultural and historical basis of human differences.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea3289608190a36c20a47761c6e4 completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3bc255b308190b3f92e81801e65eb completed March 1, 2026, 4:10 a.m.
NEDg Description generation batch_69a3bcbe01108190b5552d6db99f481a completed March 1, 2026, 4:12 a.m.
NED2 Entity disambiguation (via description) batch_69a3bd195c5c8190b5580c21100215a7 completed March 1, 2026, 4:14 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.