Triple

T81570
Position Surface form Disambiguated ID Type / Status
Subject Robert H. MacArthur E1638 entity
Predicate memberOf P10 FINISHED
Object Ecological Society of America
The Ecological Society of America is a leading professional organization dedicated to advancing the science and practice of ecology through research, education, and policy engagement.
 E5990 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: Ecological Society of America | Statement: [Robert H. MacArthur, memberOf, Ecological Society of America]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ecological Society of America
Context triple: [Robert H. MacArthur, memberOf, Ecological Society of America]
  • A. National Academy of Sciences
    The National Academy of Sciences is a private, nonprofit society of distinguished scholars in the United States that advises the nation on matters related to science and technology.
  • B. Academy of Sciences for the Developing World
    The Academy of Sciences for the Developing World, now known as The World Academy of Sciences (TWAS), is an international organization that supports scientific excellence and capacity building in developing countries.
  • C. American Chemical Society
    The American Chemical Society is a leading U.S.-based scientific society dedicated to advancing the study and practice of chemistry through research publications, conferences, education, and professional support for chemists.
  • D. American Society for Microbiology
    The American Society for Microbiology is a leading professional organization dedicated to advancing the microbial sciences through research, education, and advocacy.
  • E. Massachusetts Horticultural Society
    The Massachusetts Horticultural Society is one of the oldest horticultural organizations in the United States, dedicated to advancing the art and science of gardening, landscape design, and plant cultivation.
  • 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: Ecological Society of America
Triple: [Robert H. MacArthur, memberOf, Ecological Society of America]
Generated description
The Ecological Society of America is a leading professional organization dedicated to advancing the science and practice of ecology through research, education, and policy engagement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ecological Society of America
Target entity description: The Ecological Society of America is a leading professional organization dedicated to advancing the science and practice of ecology through research, education, and policy engagement.
  • A. American Geophysical Union
    The American Geophysical Union is a nonprofit scientific organization dedicated to advancing Earth and space sciences through research, publications, and conferences.
  • B. National Academy of Sciences
    The National Academy of Sciences is a private, nonprofit society of distinguished scholars in the United States that advises the nation on matters related to science and technology.
  • C. Academy of Sciences for the Developing World
    The Academy of Sciences for the Developing World, now known as The World Academy of Sciences (TWAS), is an international organization that supports scientific excellence and capacity building in developing countries.
  • D. American Chemical Society
    The American Chemical Society is a leading U.S.-based scientific society dedicated to advancing the study and practice of chemistry through research publications, conferences, education, and professional support for chemists.
  • E. American Society for Microbiology
    The American Society for Microbiology is a leading professional organization dedicated to advancing the microbial sciences through research, education, and advocacy.
  • 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_69a24c60d19c8190a1b6c105ca59ef5b completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a24f367b208190a69f5b76d6ae0496 completed Feb. 28, 2026, 2:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2555394f881909f01ec05c75ff63d completed Feb. 28, 2026, 2:39 a.m.
NEDg Description generation batch_69a256c4dc84819098c62b776c9ec80d completed Feb. 28, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69a2577fd0c08190b6131261712d28b3 completed Feb. 28, 2026, 2:48 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.