Triple

T256332
Position Surface form Disambiguated ID Type / Status
Subject National Science Board E5444 entity
Predicate produces P490 FINISHED
Object Science and Engineering Indicators report
The Science and Engineering Indicators report is a comprehensive, data-driven assessment of the state of U.S. and global science, technology, engineering, and mathematics (STEM) research, education, and innovation.
E33076 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: Science and Engineering Indicators report | Statement: [National Science Board, produces, Science and Engineering Indicators report]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Science and Engineering Indicators report
Context triple: [National Science Board, produces, Science and Engineering Indicators report]
  • A. National Academies reports
    National Academies reports are authoritative, peer-reviewed studies and recommendations produced by the U.S. National Academies to inform public policy and advance science, engineering, and medicine.
  • B. Science, The Endless Frontier
    Science, The Endless Frontier is a landmark 1945 report by Vannevar Bush that laid the foundation for U.S. federal support of scientific research and the modern science policy framework.
  • C. Integrated Science Assessments
    Integrated Science Assessments are comprehensive EPA scientific reviews that synthesize the latest research on air pollutants to inform and support National Ambient Air Quality Standards.
  • D. Inventory of U.S. Greenhouse Gas Emissions and Sinks
    The Inventory of U.S. Greenhouse Gas Emissions and Sinks is an official annual report that quantifies and analyzes the nation’s greenhouse gas emissions and removals across economic sectors to track progress and inform climate policy.
  • E. National Academies of Sciences, Engineering, and Medicine
    The National Academies of Sciences, Engineering, and Medicine is a collective advisory organization in the United States that provides independent, evidence-based guidance on scientific, engineering, and medical issues to policymakers and the public.
  • 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: Science and Engineering Indicators report
Triple: [National Science Board, produces, Science and Engineering Indicators report]
Generated description
The Science and Engineering Indicators report is a comprehensive, data-driven assessment of the state of U.S. and global science, technology, engineering, and mathematics (STEM) research, education, and innovation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Science and Engineering Indicators report
Target entity description: The Science and Engineering Indicators report is a comprehensive, data-driven assessment of the state of U.S. and global science, technology, engineering, and mathematics (STEM) research, education, and innovation.
  • A. National Academies reports
    National Academies reports are authoritative, peer-reviewed studies and recommendations produced by the U.S. National Academies to inform public policy and advance science, engineering, and medicine.
  • B. Science, The Endless Frontier
    Science, The Endless Frontier is a landmark 1945 report by Vannevar Bush that laid the foundation for U.S. federal support of scientific research and the modern science policy framework.
  • C. Integrated Science Assessments
    Integrated Science Assessments are comprehensive EPA scientific reviews that synthesize the latest research on air pollutants to inform and support National Ambient Air Quality Standards.
  • D. Inventory of U.S. Greenhouse Gas Emissions and Sinks
    The Inventory of U.S. Greenhouse Gas Emissions and Sinks is an official annual report that quantifies and analyzes the nation’s greenhouse gas emissions and removals across economic sectors to track progress and inform climate policy.
  • E. National Academies of Sciences, Engineering, and Medicine
    The National Academies of Sciences, Engineering, and Medicine is a collective advisory organization in the United States that provides independent, evidence-based guidance on scientific, engineering, and medical issues to policymakers and the public.
  • 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_69a2580a64ac8190ad76e34bb0715b5e completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25d5884c88190a349d7593b688921 completed Feb. 28, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a37958242c81909d114fba70b4211c completed Feb. 28, 2026, 11:25 p.m.
NEDg Description generation batch_69a379b2662c81909903c43b544dda06 completed Feb. 28, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69a37a5bdbb08190a0b8a053adc6c797 completed Feb. 28, 2026, 11:29 p.m.
Created at: Feb. 28, 2026, 2:55 a.m.