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.