Triple

T290956
Position Surface form Disambiguated ID Type / Status
Subject Ecological Society of America E5990 entity
Predicate hasSection P35 FINISHED
Object Applied Ecology Section
The Applied Ecology Section is a division of the Ecological Society of America that focuses on using ecological science to address real-world environmental and resource-management problems.
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: Applied Ecology Section | Statement: [Ecological Society of America, hasSection, Applied Ecology Section]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Applied Ecology Section
Context triple: [Ecological Society of America, hasSection, Applied Ecology Section]
  • A. Ecology
    Ecology is the Washington State government agency responsible for environmental protection, regulation, and natural resource management.
  • B. 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.
  • C. Faculty of Forest Sciences and Forest Ecology
    The Faculty of Forest Sciences and Forest Ecology is an academic division of the University of Göttingen specializing in forestry, ecosystem research, and sustainable management of forest resources.
  • D. behavioral ecology
    Behavioral ecology is a branch of biology that studies how animal behavior is shaped by ecological pressures and evolutionary processes to maximize survival and reproductive success.
  • E. The Theory of Island Biogeography
    The Theory of Island Biogeography is a foundational ecological work that explains how species richness on islands is shaped by the balance between immigration and extinction, profoundly influencing modern conservation biology and biogeography.
  • 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: Applied Ecology Section
Triple: [Ecological Society of America, hasSection, Applied Ecology Section]
Generated description
The Applied Ecology Section is a division of the Ecological Society of America that focuses on using ecological science to address real-world environmental and resource-management problems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Applied Ecology Section
Target entity description: The Applied Ecology Section is a division of the Ecological Society of America that focuses on using ecological science to address real-world environmental and resource-management problems.
  • A. Ecology
    Ecology is the Washington State government agency responsible for environmental protection, regulation, and natural resource management.
  • B. Ecological Society of America chosen
    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.
  • C. Faculty of Forest Sciences and Forest Ecology
    The Faculty of Forest Sciences and Forest Ecology is an academic division of the University of Göttingen specializing in forestry, ecosystem research, and sustainable management of forest resources.
  • D. behavioral ecology
    Behavioral ecology is a branch of biology that studies how animal behavior is shaped by ecological pressures and evolutionary processes to maximize survival and reproductive success.
  • E. The Theory of Island Biogeography
    The Theory of Island Biogeography is a foundational ecological work that explains how species richness on islands is shaped by the balance between immigration and extinction, profoundly influencing modern conservation biology and biogeography.
  • F. None of above.

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_69a25946a7ac8190a78871c210213272 completed Feb. 28, 2026, 2:56 a.m.
NER Named-entity recognition batch_69a25e4f78bc81909a64fd6aaec3b504 completed Feb. 28, 2026, 3:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3a33be60481908016ef90c44498a7 completed March 1, 2026, 2:23 a.m.
NEDg Description generation batch_69a3a4068610819086b8a58a0a9198b7 completed March 1, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_69a3a49050ec8190b81afc1407187e3f completed March 1, 2026, 2:29 a.m.
Created at: Feb. 28, 2026, 3:02 a.m.