Triple

T660705
Position Surface form Disambiguated ID Type / Status
Subject Office of Science E11746 entity
Predicate notableProgram P4 FINISHED
Object Biological and Environmental Research program
The Biological and Environmental Research program is a U.S. Department of Energy Office of Science program that supports research on biological systems, climate, and environmental processes to advance energy and environmental security.
E82619 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: Biological and Environmental Research program | Statement: [Office of Science, notableProgram, Biological and Environmental Research program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Biological and Environmental Research program
Context triple: [Office of Science, notableProgram, Biological and Environmental Research program]
  • A. Biological Resources Division
    The Biological Resources Division is a branch of the U.S. Geological Survey focused on researching and monitoring the nation’s biological resources, ecosystems, and biodiversity to inform conservation and management decisions.
  • B. Office of Environmental Management
    The Office of Environmental Management is a U.S. Department of Energy program responsible for cleaning up the environmental legacy of the nation’s nuclear weapons and energy research activities.
  • C. Office of Air and Radiation
    The Office of Air and Radiation is a division of the U.S. Environmental Protection Agency responsible for developing and enforcing national programs and regulations to protect and improve air quality and control radiation exposure.
  • D. Physical Sciences Division
    The Physical Sciences Division at the University of Chicago is an academic unit encompassing departments such as mathematics, physics, chemistry, computer science, and related fields focused on fundamental scientific research and education.
  • E. Earth Resources Laboratory
    Earth Resources Laboratory is a research center at MIT focused on applying geophysical and related sciences to the exploration and sustainable management of Earth’s natural resources.
  • 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: Biological and Environmental Research program
Triple: [Office of Science, notableProgram, Biological and Environmental Research program]
Generated description
The Biological and Environmental Research program is a U.S. Department of Energy Office of Science program that supports research on biological systems, climate, and environmental processes to advance energy and environmental security.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Biological and Environmental Research program
Target entity description: The Biological and Environmental Research program is a U.S. Department of Energy Office of Science program that supports research on biological systems, climate, and environmental processes to advance energy and environmental security.
  • A. Biological Resources Division
    The Biological Resources Division is a branch of the U.S. Geological Survey focused on researching and monitoring the nation’s biological resources, ecosystems, and biodiversity to inform conservation and management decisions.
  • B. Office of Environmental Management
    The Office of Environmental Management is a U.S. Department of Energy program responsible for cleaning up the environmental legacy of the nation’s nuclear weapons and energy research activities.
  • C. Office of Air and Radiation
    The Office of Air and Radiation is a division of the U.S. Environmental Protection Agency responsible for developing and enforcing national programs and regulations to protect and improve air quality and control radiation exposure.
  • D. Physical Sciences Division
    The Physical Sciences Division at the University of Chicago is an academic unit encompassing departments such as mathematics, physics, chemistry, computer science, and related fields focused on fundamental scientific research and education.
  • E. Earth Resources Laboratory
    Earth Resources Laboratory is a research center at MIT focused on applying geophysical and related sciences to the exploration and sustainable management of Earth’s natural resources.
  • 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_69a4932862a0819098be659c814e4981 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49fa83c6081909fb786d1773fa88c completed March 1, 2026, 8:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c3963c588190b7116f3f7aad2687 completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c47442188190b26b31f2901478a1 completed March 2, 2026, 5:10 p.m.
NED2 Entity disambiguation (via description) batch_69a5ce7f2b6881909f6c657f8b9c5347 completed March 2, 2026, 5:53 p.m.
Created at: March 1, 2026, 7:36 p.m.