Triple

T1022567
Position Surface form Disambiguated ID Type / Status
Subject U.S. Federal Statistical System E22070 entity
Predicate componentAgency P23339 FINISHED
Object Science Resources Statistics, National Science Foundation
Science Resources Statistics at the National Science Foundation is a federal statistical agency responsible for collecting, analyzing, and disseminating data on the U.S. science and engineering enterprise.
E121783 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 Resources Statistics, National Science Foundation | Statement: [U.S. Federal Statistical System, componentAgency, Science Resources Statistics, National Science Foundation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Science Resources Statistics, National Science Foundation
Context triple: [U.S. Federal Statistical System, componentAgency, Science Resources Statistics, National Science Foundation]
  • A. 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.
  • B. Statistical Research Center
    The Statistical Research Center is a unit of the American Institute of Physics that conducts and disseminates data-driven studies on education, employment, and demographics in the physical sciences community.
  • C. GAW World Data Centres
    GAW World Data Centres are specialized international facilities that collect, manage, and distribute atmospheric and environmental data to support the scientific and monitoring activities of the Global Atmosphere Watch program.
  • D. Open Data Index
    Open Data Index is a global initiative that evaluates and ranks the openness and accessibility of government data across countries.
  • E. U.S. Federal Statistical System
    The U.S. Federal Statistical System is the decentralized network of federal agencies responsible for collecting, analyzing, and disseminating official national statistics on the economy, population, health, and other key aspects of American life.
  • 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 Resources Statistics, National Science Foundation
Triple: [U.S. Federal Statistical System, componentAgency, Science Resources Statistics, National Science Foundation]
Generated description
Science Resources Statistics at the National Science Foundation is a federal statistical agency responsible for collecting, analyzing, and disseminating data on the U.S. science and engineering enterprise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Science Resources Statistics, National Science Foundation
Target entity description: Science Resources Statistics at the National Science Foundation is a federal statistical agency responsible for collecting, analyzing, and disseminating data on the U.S. science and engineering enterprise.
  • A. 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.
  • B. Statistical Research Center
    The Statistical Research Center is a unit of the American Institute of Physics that conducts and disseminates data-driven studies on education, employment, and demographics in the physical sciences community.
  • C. GAW World Data Centres
    GAW World Data Centres are specialized international facilities that collect, manage, and distribute atmospheric and environmental data to support the scientific and monitoring activities of the Global Atmosphere Watch program.
  • D. Open Data Index
    Open Data Index is a global initiative that evaluates and ranks the openness and accessibility of government data across countries.
  • E. U.S. Federal Statistical System
    The U.S. Federal Statistical System is the decentralized network of federal agencies responsible for collecting, analyzing, and disseminating official national statistics on the economy, population, health, and other key aspects of American life.
  • 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_69a493d6e380819097b384986ffc315c completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bb71e7f88190bf33bbe5ef2c68ff completed March 1, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bb63f14819098f5e32af3b98508 completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3de4fbb88190855cf92af51fe70b completed March 7, 2026, 3:01 p.m.
NED2 Entity disambiguation (via description) batch_69ac3e45d9e88190bc88d037c00c3ecc completed March 7, 2026, 3:03 p.m.
Created at: March 1, 2026, 7:41 p.m.