Triple

T16094528
Position Surface form Disambiguated ID Type / Status
Subject Nina Fedoroff E390447 entity
Predicate positionHeld P8 FINISHED
Object Science and Technology Adviser to the USAID Administrator
The Science and Technology Adviser to the USAID Administrator is a senior advisory role that guides the U.S. Agency for International Development on integrating cutting-edge scientific research and technological innovation into its global development and humanitarian programs.
E1195040 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 Technology Adviser to the USAID Administrator | Statement: [Nina Fedoroff, positionHeld, Science and Technology Adviser to the USAID Administrator]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Science and Technology Adviser to the USAID Administrator
Context triple: [Nina Fedoroff, positionHeld, Science and Technology Adviser to the USAID Administrator]
  • A. Chief Information Officer of USAID
    The Chief Information Officer of USAID is the senior executive responsible for overseeing the agency’s information technology strategy, systems, cybersecurity, and digital transformation to support its international development mission.
  • B. USAID Deputy Administrator
    The USAID Deputy Administrator is a senior leadership position at the U.S. Agency for International Development responsible for overseeing major operational and regional functions and supporting the Administrator in managing the agency’s global development mission.
  • C. Deputy Under Secretary of State for Security Assistance, Science and Technology of the United States
    The Deputy Under Secretary of State for Security Assistance, Science and Technology of the United States is a senior U.S. State Department official responsible for overseeing international security assistance programs and the integration of scientific and technological considerations into foreign policy.
  • D. U.S. Assistant Secretary of Commerce for Science and Technology
    The U.S. Assistant Secretary of Commerce for Science and Technology is a senior federal official responsible for guiding national policy and programs at the intersection of scientific research, technological development, and economic and industrial growth.
  • E. Assistant Administrator of the United States Agency for International Development
    The Assistant Administrator of the United States Agency for International Development is a senior leadership role responsible for overseeing major regional or functional bureaus and guiding U.S. foreign assistance and development policy implementation.
  • 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 Technology Adviser to the USAID Administrator
Triple: [Nina Fedoroff, positionHeld, Science and Technology Adviser to the USAID Administrator]
Generated description
The Science and Technology Adviser to the USAID Administrator is a senior advisory role that guides the U.S. Agency for International Development on integrating cutting-edge scientific research and technological innovation into its global development and humanitarian programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Science and Technology Adviser to the USAID Administrator
Target entity description: The Science and Technology Adviser to the USAID Administrator is a senior advisory role that guides the U.S. Agency for International Development on integrating cutting-edge scientific research and technological innovation into its global development and humanitarian programs.
  • A. Chief Information Officer of USAID
    The Chief Information Officer of USAID is the senior executive responsible for overseeing the agency’s information technology strategy, systems, cybersecurity, and digital transformation to support its international development mission.
  • B. USAID Deputy Administrator
    The USAID Deputy Administrator is a senior leadership position at the U.S. Agency for International Development responsible for overseeing major operational and regional functions and supporting the Administrator in managing the agency’s global development mission.
  • C. Deputy Under Secretary of State for Security Assistance, Science and Technology of the United States
    The Deputy Under Secretary of State for Security Assistance, Science and Technology of the United States is a senior U.S. State Department official responsible for overseeing international security assistance programs and the integration of scientific and technological considerations into foreign policy.
  • D. U.S. Assistant Secretary of Commerce for Science and Technology
    The U.S. Assistant Secretary of Commerce for Science and Technology is a senior federal official responsible for guiding national policy and programs at the intersection of scientific research, technological development, and economic and industrial growth.
  • E. Assistant Administrator of the United States Agency for International Development
    The Assistant Administrator of the United States Agency for International Development is a senior leadership role responsible for overseeing major regional or functional bureaus and guiding U.S. foreign assistance and development policy implementation.
  • 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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1859196808190ae30b4f7c1641eed completed April 17, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb973c88819091fe284420088e7e completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffed3d57388190a4d0faa58ee2a27b completed May 10, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_69ffedfb88a881909e6adbb3a372246b completed May 10, 2026, 2:31 a.m.
Created at: April 10, 2026, 4:59 a.m.