Triple

T9008351
Position Surface form Disambiguated ID Type / Status
Subject MIT endowment E215401 entity
Predicate benefits P487 FINISHED
Object MIT financial aid programs
MIT financial aid programs are comprehensive need-based funding initiatives that enable students from diverse economic backgrounds to afford an MIT education through grants, scholarships, and other support.
E771091 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: MIT financial aid programs | Statement: [MIT endowment, benefits, MIT financial aid programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MIT financial aid programs
Context triple: [MIT endowment, benefits, MIT financial aid programs]
  • A. MIT endowment
    The MIT endowment is the investment fund that financially supports the Massachusetts Institute of Technology’s teaching, research, and long-term institutional priorities.
  • B. Schwarzman Scholars program
    The Schwarzman Scholars program is a prestigious, fully funded international scholarship at Tsinghua University in Beijing designed to prepare future global leaders through a one-year master’s degree in global affairs.
  • C. National Student Financial Aid Scheme
    The National Student Financial Aid Scheme is South Africa’s public funding body that provides loans and bursaries to financially needy students to support their higher and further education studies.
  • D. Federal Work-Study Program
    The Federal Work-Study Program is a U.S. financial aid initiative that provides part-time jobs for eligible college and graduate students to help pay for education expenses.
  • E. Office of Financial Aid and Scholarships of UC Berkeley
    The Office of Financial Aid and Scholarships of UC Berkeley is the campus unit that administers and advises on student financial aid, including grants, loans, work-study, and scholarships, to help students fund their education.
  • 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: MIT financial aid programs
Triple: [MIT endowment, benefits, MIT financial aid programs]
Generated description
MIT financial aid programs are comprehensive need-based funding initiatives that enable students from diverse economic backgrounds to afford an MIT education through grants, scholarships, and other support.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MIT financial aid programs
Target entity description: MIT financial aid programs are comprehensive need-based funding initiatives that enable students from diverse economic backgrounds to afford an MIT education through grants, scholarships, and other support.
  • A. MIT endowment
    The MIT endowment is the investment fund that financially supports the Massachusetts Institute of Technology’s teaching, research, and long-term institutional priorities.
  • B. Schwarzman Scholars program
    The Schwarzman Scholars program is a prestigious, fully funded international scholarship at Tsinghua University in Beijing designed to prepare future global leaders through a one-year master’s degree in global affairs.
  • C. National Student Financial Aid Scheme
    The National Student Financial Aid Scheme is South Africa’s public funding body that provides loans and bursaries to financially needy students to support their higher and further education studies.
  • D. Federal Work-Study Program
    The Federal Work-Study Program is a U.S. financial aid initiative that provides part-time jobs for eligible college and graduate students to help pay for education expenses.
  • E. Office of Financial Aid and Scholarships of UC Berkeley
    The Office of Financial Aid and Scholarships of UC Berkeley is the campus unit that administers and advises on student financial aid, including grants, loans, work-study, and scholarships, to help students fund their education.
  • 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_69ca83a2bf088190986ee7a8eb90407d completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc69bed8588190afc9cbca12b75a3b completed April 1, 2026, 12:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0ec84348190944a2310a6a60448 completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd221047c8190ac6c375d516ec57e completed April 3, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_69cfd2f99dd881909be1cb2b947b9b4e completed April 3, 2026, 2:47 p.m.
Created at: March 30, 2026, 7:06 p.m.