Triple

T32197
Position Surface form Disambiguated ID Type / Status
Subject Tyler Prize for Environmental Achievement E642 entity
Predicate notableLaureate P1618 FINISHED
Object Paul R. Ehrlich
Paul R. Ehrlich is an American biologist and population studies scholar best known for his influential and controversial work on overpopulation and environmental sustainability, including the book "The Population Bomb."
 E15858 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: Paul R. Ehrlich | Statement: [Tyler Prize for Environmental Achievement, notableLaureate, Paul R. Ehrlich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paul R. Ehrlich
Context triple: [Tyler Prize for Environmental Achievement, notableLaureate, Paul R. Ehrlich]
  • A. Robert H. MacArthur
    Robert H. MacArthur was a pioneering American ecologist best known for his foundational work in community ecology and the theory of island biogeography.
  • B. James Lovelock
    James Lovelock was an independent British scientist and environmentalist best known for proposing the Gaia hypothesis, which views Earth as a self-regulating, living system.
  • C. Edward O. Wilson
    Edward O. Wilson was a pioneering American biologist and naturalist renowned for his work on biodiversity, sociobiology, and the study of ants.
  • D. Jared Diamond
    Jared Diamond is an American geographer, historian, and author best known for his influential, interdisciplinary books on human societies, including the Pulitzer Prize–winning "Guns, Germs, and Steel."
  • E. Norman Borlaug
    Norman Borlaug was an American agronomist and humanitarian known as the “father of the Green Revolution” for developing high-yield, disease-resistant crops that helped dramatically reduce global hunger.
  • 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: Paul R. Ehrlich
Triple: [Tyler Prize for Environmental Achievement, notableLaureate, Paul R. Ehrlich]
Generated description
Paul R. Ehrlich is an American biologist and population studies scholar best known for his influential and controversial work on overpopulation and environmental sustainability, including the book "The Population Bomb."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paul R. Ehrlich
Target entity description: Paul R. Ehrlich is an American biologist and population studies scholar best known for his influential and controversial work on overpopulation and environmental sustainability, including the book "The Population Bomb."
  • A. Robert H. MacArthur
    Robert H. MacArthur was a pioneering American ecologist best known for his foundational work in community ecology and the theory of island biogeography.
  • B. James Lovelock
    James Lovelock was an independent British scientist and environmentalist best known for proposing the Gaia hypothesis, which views Earth as a self-regulating, living system.
  • C. Edward O. Wilson
    Edward O. Wilson was a pioneering American biologist and naturalist renowned for his work on biodiversity, sociobiology, and the study of ants.
  • D. Jared Diamond
    Jared Diamond is an American geographer, historian, and author best known for his influential, interdisciplinary books on human societies, including the Pulitzer Prize–winning "Guns, Germs, and Steel."
  • E. Norman Borlaug
    Norman Borlaug was an American agronomist and humanitarian known as the “father of the Green Revolution” for developing high-yield, disease-resistant crops that helped dramatically reduce global hunger.
  • 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_69a2479dec388190967ba648663442c9 completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a24ac8d59c8190aaf6607f2792ba3a completed Feb. 28, 2026, 1:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2b011fa00819095b0e7f51d1319c0 completed Feb. 28, 2026, 9:06 a.m.
NEDg Description generation batch_69a2b09fb0d481908e1fa9cf5618ba45 completed Feb. 28, 2026, 9:08 a.m.
NED2 Entity disambiguation (via description) batch_69a2b21936c881909e7bb27b948cc8b8 completed Feb. 28, 2026, 9:15 a.m.
Created at: Feb. 28, 2026, 1:44 a.m.