Triple

T1071765
Position Surface form Disambiguated ID Type / Status
Subject National Institute of Food and Agriculture E23343 entity
Predicate operatesProgram P1688 FINISHED
Object Women and Minorities in STEM Fields Program
The Women and Minorities in STEM Fields Program is a U.S. federal initiative that provides grants and support to increase the participation and advancement of women and underrepresented minorities in science, technology, engineering, and mathematics disciplines.
E124202 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: Women and Minorities in STEM Fields Program | Statement: [National Institute of Food and Agriculture, operatesProgram, Women and Minorities in STEM Fields Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Women and Minorities in STEM Fields Program
Context triple: [National Institute of Food and Agriculture, operatesProgram, Women and Minorities in STEM Fields Program]
  • A. National Academy Program
    The National Academy Program is an elite professional development course for law enforcement leaders, providing advanced training in areas such as leadership, forensics, and criminal justice.
  • B. Science & Technology Policy Fellowships program
    The Science & Technology Policy Fellowships program is a prestigious AAAS initiative that places scientists and engineers in government roles to inform and shape public policy with scientific expertise.
  • C. Women’s Business Center Program
    The Women’s Business Center Program is a nationwide network of SBA-funded centers that provide training, counseling, and resources to help women start, grow, and manage successful small businesses.
  • D. Gaining Early Awareness and Readiness for Undergraduate Programs (GEAR UP)
    Gaining Early Awareness and Readiness for Undergraduate Programs (GEAR UP) is a U.S. federal initiative that supports low-income and underserved students in preparing for and succeeding in postsecondary education through long-term, cohort-based services and scholarships.
  • E. Faculty Early Career Development (CAREER) Program
    The Faculty Early Career Development (CAREER) Program is a prestigious National Science Foundation award that supports early-career faculty who exemplify the role of teacher-scholars through outstanding research, education, and integration of both.
  • 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: Women and Minorities in STEM Fields Program
Triple: [National Institute of Food and Agriculture, operatesProgram, Women and Minorities in STEM Fields Program]
Generated description
The Women and Minorities in STEM Fields Program is a U.S. federal initiative that provides grants and support to increase the participation and advancement of women and underrepresented minorities in science, technology, engineering, and mathematics disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Women and Minorities in STEM Fields Program
Target entity description: The Women and Minorities in STEM Fields Program is a U.S. federal initiative that provides grants and support to increase the participation and advancement of women and underrepresented minorities in science, technology, engineering, and mathematics disciplines.
  • A. National Academy Program
    The National Academy Program is an elite professional development course for law enforcement leaders, providing advanced training in areas such as leadership, forensics, and criminal justice.
  • B. Science & Technology Policy Fellowships program
    The Science & Technology Policy Fellowships program is a prestigious AAAS initiative that places scientists and engineers in government roles to inform and shape public policy with scientific expertise.
  • C. Women’s Business Center Program
    The Women’s Business Center Program is a nationwide network of SBA-funded centers that provide training, counseling, and resources to help women start, grow, and manage successful small businesses.
  • D. Gaining Early Awareness and Readiness for Undergraduate Programs (GEAR UP)
    Gaining Early Awareness and Readiness for Undergraduate Programs (GEAR UP) is a U.S. federal initiative that supports low-income and underserved students in preparing for and succeeding in postsecondary education through long-term, cohort-based services and scholarships.
  • E. Faculty Early Career Development (CAREER) Program
    The Faculty Early Career Development (CAREER) Program is a prestigious National Science Foundation award that supports early-career faculty who exemplify the role of teacher-scholars through outstanding research, education, and integration of both.
  • 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_69a493ee1f908190992b5f0d1b04459b completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b9296c5c8190a3060fbfdf24f029 completed March 1, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac42a70ab88190ba0f0a62b19af871 completed March 7, 2026, 3:22 p.m.
NEDg Description generation batch_69ac438772f08190a47a1fbbda306b8a completed March 7, 2026, 3:25 p.m.
NED2 Entity disambiguation (via description) batch_69ac4413c7488190b6d5edc5884f6e61 completed March 7, 2026, 3:28 p.m.
Created at: March 1, 2026, 7:42 p.m.