Triple

T5382105
Position Surface form Disambiguated ID Type / Status
Subject Illinois Mathematics and Science Academy E113107 entity
Predicate hasProgram P178 FINISHED
Object Student Inquiry and Research Program
The Student Inquiry and Research Program is a flagship IMSA initiative that immerses high school students in authentic, mentor-guided research and inquiry-based projects across STEM and related fields.
E516424 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: Student Inquiry and Research Program | Statement: [Illinois Mathematics and Science Academy, hasProgram, Student Inquiry and Research Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Student Inquiry and Research Program
Context triple: [Illinois Mathematics and Science Academy, hasProgram, Student Inquiry and Research Program]
  • A. Independent Study (I.S.) program
    The Independent Study (I.S.) program at the College of Wooster is a renowned, year-long mentored research and writing project required of all seniors, culminating in a substantial thesis or creative work.
  • B. Research Experiences for Undergraduates (REU)
    Research Experiences for Undergraduates (REU) is a U.S. program that funds intensive, mentored research opportunities for undergraduate students across a wide range of scientific and engineering disciplines.
  • C. Science and Technology Program
    The Science and Technology Program is a division of the U.S. Department of Agriculture’s Agricultural Marketing Service that provides scientific, analytical, and technical services to support agricultural product quality, safety, and marketing.
  • D. Graduate Research Fellowship Program
    The Graduate Research Fellowship Program is a prestigious U.S. National Science Foundation initiative that provides funding and support to outstanding graduate students pursuing research-based master’s and doctoral degrees in STEM and related fields.
  • E. 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.
  • 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: Student Inquiry and Research Program
Triple: [Illinois Mathematics and Science Academy, hasProgram, Student Inquiry and Research Program]
Generated description
The Student Inquiry and Research Program is a flagship IMSA initiative that immerses high school students in authentic, mentor-guided research and inquiry-based projects across STEM and related fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Student Inquiry and Research Program
Target entity description: The Student Inquiry and Research Program is a flagship IMSA initiative that immerses high school students in authentic, mentor-guided research and inquiry-based projects across STEM and related fields.
  • A. Independent Study (I.S.) program
    The Independent Study (I.S.) program at the College of Wooster is a renowned, year-long mentored research and writing project required of all seniors, culminating in a substantial thesis or creative work.
  • B. Research Experiences for Undergraduates (REU)
    Research Experiences for Undergraduates (REU) is a U.S. program that funds intensive, mentored research opportunities for undergraduate students across a wide range of scientific and engineering disciplines.
  • C. Science and Technology Program
    The Science and Technology Program is a division of the U.S. Department of Agriculture’s Agricultural Marketing Service that provides scientific, analytical, and technical services to support agricultural product quality, safety, and marketing.
  • D. Graduate Research Fellowship Program
    The Graduate Research Fellowship Program is a prestigious U.S. National Science Foundation initiative that provides funding and support to outstanding graduate students pursuing research-based master’s and doctoral degrees in STEM and related fields.
  • E. 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.
  • 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_69bd4436a1988190af18dcff7fd306b4 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd86d163f88190939638d44fcb24a7 completed March 20, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf294cb9288190ab1400dae18332de completed March 21, 2026, 11:27 p.m.
NEDg Description generation batch_69bf2a23ba1881909ddc549728bbc2d3 completed March 21, 2026, 11:30 p.m.
NED2 Entity disambiguation (via description) batch_69bf2e6d5f9081908327dff0058241f0 completed March 21, 2026, 11:49 p.m.
Created at: March 20, 2026, 2:03 p.m.