Triple

T2443495
Position Surface form Disambiguated ID Type / Status
Subject AAAS Project 2061 E53332 entity
Predicate publishes P80 FINISHED
Object Science for All Americans
Science for All Americans is a landmark AAAS Project 2061 report that outlines the essential scientific literacy goals and concepts every American should understand.
E269326 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 for All Americans | Statement: [AAAS Project 2061, publishes, Science for All Americans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Science for All Americans
Context triple: [AAAS Project 2061, publishes, Science for All Americans]
  • A. Benchmarks for Science Literacy
    Benchmarks for Science Literacy is a key AAAS Project 2061 publication that outlines grade-level learning goals to guide K–12 science education reform in the United States.
  • B. The Value of Science
    The Value of Science is an influential philosophical work by Henri Poincaré that explores the nature, methods, and limits of scientific knowledge.
  • C. Science Awakening
    Science Awakening is a historical study of the origins and early development of mathematics and scientific thought, written by Dutch mathematician Bartel Leendert van der Waerden.
  • D. AAAS Project 2061
    AAAS Project 2061 is a long-term science education reform initiative by the American Association for the Advancement of Science aimed at improving scientific literacy for all students by the year 2061.
  • E. The Intelligent Man's Guide to Science
    The Intelligent Man's Guide to Science is a comprehensive popular science book by Isaac Asimov that explains major scientific concepts and the history of scientific thought for general readers.
  • 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 for All Americans
Triple: [AAAS Project 2061, publishes, Science for All Americans]
Generated description
Science for All Americans is a landmark AAAS Project 2061 report that outlines the essential scientific literacy goals and concepts every American should understand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Science for All Americans
Target entity description: Science for All Americans is a landmark AAAS Project 2061 report that outlines the essential scientific literacy goals and concepts every American should understand.
  • A. Benchmarks for Science Literacy
    Benchmarks for Science Literacy is a key AAAS Project 2061 publication that outlines grade-level learning goals to guide K–12 science education reform in the United States.
  • B. The Value of Science
    The Value of Science is an influential philosophical work by Henri Poincaré that explores the nature, methods, and limits of scientific knowledge.
  • C. Science Awakening
    Science Awakening is a historical study of the origins and early development of mathematics and scientific thought, written by Dutch mathematician Bartel Leendert van der Waerden.
  • D. AAAS Project 2061
    AAAS Project 2061 is a long-term science education reform initiative by the American Association for the Advancement of Science aimed at improving scientific literacy for all students by the year 2061.
  • E. The Intelligent Man's Guide to Science
    The Intelligent Man's Guide to Science is a comprehensive popular science book by Isaac Asimov that explains major scientific concepts and the history of scientific thought for general readers.
  • 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_69ab495b6dac8190ac82661aa1452222 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abca22aa708190a1489234373cca65 completed March 7, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69af178d7c8c8190a37a65c35793074e completed March 9, 2026, 6:55 p.m.
NEDg Description generation batch_69af1809ef0c81909a89986e7e2e20fc completed March 9, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_69af187a3af08190bf32f4f9f569fab3 completed March 9, 2026, 6:59 p.m.
Created at: March 6, 2026, 9:43 p.m.