Triple

T2920554
Position Surface form Disambiguated ID Type / Status
Subject Ehrlich E78710 entity
Predicate hasNotableBearer P458 FINISHED
Object Paul R. Ehrlich E15858 NE FINISHED

How this triple was built (2 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: [Ehrlich, hasNotableBearer, Paul R. Ehrlich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul R. Ehrlich
Context triple: [Ehrlich, hasNotableBearer, Paul R. Ehrlich]
  • A. Paul R. Ehrlich chosen
    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."
  • B. Anne H. Ehrlich
    Anne H. Ehrlich is an American environmentalist and author known for her collaborative work on population, ecology, and conservation issues, often co-writing influential books and articles with her husband, biologist Paul R. Ehrlich.
  • C. Lester R. Brown
    Lester R. Brown is an American environmental analyst, author, and founder of the Earth Policy Institute, widely recognized for his influential work on global sustainability and resource issues.
  • D. Thomas E. Lovejoy
    Thomas E. Lovejoy was an influential American ecologist and conservation biologist known for pioneering work on biodiversity, tropical forest conservation, and the concept of "debt of extinction."
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ad8b0c2ad081909ff87050ae542bb9 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad96a672f88190851e487dac18d43f completed March 8, 2026, 3:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b056344ca48190b4d14dd2c1ac643d completed March 10, 2026, 5:34 p.m.
Created at: March 8, 2026, 2:54 p.m.