Triple

T627885
Position Surface form Disambiguated ID Type / Status
Subject Paul R. Ehrlich E15858 entity
Predicate coAuthor P398 FINISHED
Object 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.
E79356 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: Anne H. Ehrlich | Statement: [Paul R. Ehrlich, coAuthor, Anne H. Ehrlich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anne H. Ehrlich
Context triple: [Paul R. Ehrlich, coAuthor, Anne H. Ehrlich]
  • A. 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."
  • B. Gretchen C. Daily
    Gretchen C. Daily is an American ecologist and conservation biologist renowned for pioneering the concept of ecosystem services and integrating biodiversity conservation with economic and policy decision-making.
  • C. Rachel Carson
    Rachel Carson was an American marine biologist and environmentalist whose groundbreaking book "Silent Spring" helped launch the modern environmental movement.
  • D. Lynn Margulis
    Lynn Margulis was an influential American biologist best known for developing the endosymbiotic theory, which revolutionized understanding of the origin of eukaryotic cells.
  • E. Liz Imbrie
    Liz Imbrie is a witty, sardonic magazine reporter who serves as a key supporting character and romantic foil in the musical film "High Society."
  • 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: Anne H. Ehrlich
Triple: [Paul R. Ehrlich, coAuthor, Anne H. Ehrlich]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anne H. Ehrlich
Target entity description: 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.
  • A. 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."
  • B. Gretchen C. Daily
    Gretchen C. Daily is an American ecologist and conservation biologist renowned for pioneering the concept of ecosystem services and integrating biodiversity conservation with economic and policy decision-making.
  • C. Rachel Carson
    Rachel Carson was an American marine biologist and environmentalist whose groundbreaking book "Silent Spring" helped launch the modern environmental movement.
  • D. Lynn Margulis
    Lynn Margulis was an influential American biologist best known for developing the endosymbiotic theory, which revolutionized understanding of the origin of eukaryotic cells.
  • E. Liz Imbrie
    Liz Imbrie is a witty, sardonic magazine reporter who serves as a key supporting character and romantic foil in the musical film "High Society."
  • 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_69a4935c131c8190a5378c6bf101e8cc completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49e59e2688190b3c18b17c5db1e2b completed March 1, 2026, 8:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69a56c4b64088190a033462dd923f5b2 completed March 2, 2026, 10:54 a.m.
NEDg Description generation batch_69a56d4af33081908c3c5649003e86e4 completed March 2, 2026, 10:58 a.m.
NED2 Entity disambiguation (via description) batch_69a56dd4bb808190a5562a5f8bcf2910 completed March 2, 2026, 11 a.m.
Created at: March 1, 2026, 7:35 p.m.