Triple

T13082000
Position Surface form Disambiguated ID Type / Status
Subject J. Herbert Hollomon E310230 entity
Predicate positionHeld P8 FINISHED
Object 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.
E1019660 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: U.S. Assistant Secretary of Commerce for Science and Technology | Statement: [J. Herbert Hollomon, positionHeld, U.S. Assistant Secretary of Commerce for Science and Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Assistant Secretary of Commerce for Science and Technology
Context triple: [J. Herbert Hollomon, positionHeld, U.S. Assistant Secretary of Commerce for Science and Technology]
  • A. Under Secretary for Science and Technology
    The Under Secretary for Science and Technology is the top official in the U.S. Department of Homeland Security responsible for directing research, development, testing, and evaluation of technologies to support national security and homeland protection missions.
  • B. Deputy Director for Science and Technology
    The Deputy Director for Science and Technology is a senior NSA leadership position responsible for overseeing the agency’s research, development, and advanced technical capabilities in signals intelligence and related fields.
  • C. Director of the National Science Foundation
    The Director of the National Science Foundation is the chief executive who oversees the United States' independent federal agency responsible for supporting fundamental research and education in all non-medical fields of science and engineering.
  • D. Assistant Secretary of Commerce for Communications and Information
    The Assistant Secretary of Commerce for Communications and Information is a senior U.S. government official who leads federal policy and oversight on telecommunications, spectrum management, and information services within the Department of Commerce.
  • E. Secretary of Science and Technology
    The Secretary of Science and Technology is the Philippine government’s chief official responsible for directing national policies, programs, and initiatives in science, technology, and innovation.
  • 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: U.S. Assistant Secretary of Commerce for Science and Technology
Triple: [J. Herbert Hollomon, positionHeld, U.S. Assistant Secretary of Commerce for Science and Technology]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Assistant Secretary of Commerce for Science and Technology
Target entity description: 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.
  • A. Under Secretary for Science and Technology
    The Under Secretary for Science and Technology is the top official in the U.S. Department of Homeland Security responsible for directing research, development, testing, and evaluation of technologies to support national security and homeland protection missions.
  • B. Deputy Director for Science and Technology
    The Deputy Director for Science and Technology is a senior NSA leadership position responsible for overseeing the agency’s research, development, and advanced technical capabilities in signals intelligence and related fields.
  • C. Director of the National Science Foundation
    The Director of the National Science Foundation is the chief executive who oversees the United States' independent federal agency responsible for supporting fundamental research and education in all non-medical fields of science and engineering.
  • D. Assistant Secretary of Commerce for Communications and Information
    The Assistant Secretary of Commerce for Communications and Information is a senior U.S. government official who leads federal policy and oversight on telecommunications, spectrum management, and information services within the Department of Commerce.
  • E. Secretary of Science and Technology
    The Secretary of Science and Technology is the Philippine government’s chief official responsible for directing national policies, programs, and initiatives in science, technology, and innovation.
  • 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_69d806a733548190989cfd4ce981ca33 completed April 9, 2026, 8:05 p.m.
NER Named-entity recognition batch_69d9811add9881908a92186dab5b6d48 completed April 10, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d60e7b48819087e4583a5736c1df completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6d76cc33c8190ac8113094bcf868b completed May 3, 2026, 5:04 a.m.
NED2 Entity disambiguation (via description) batch_69f6d8013e9481908f5edcce7247212d completed May 3, 2026, 5:07 a.m.
Created at: April 9, 2026, 9:01 p.m.