Triple
T4802665
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | R1: Doctoral Universities – Very high research activity |
E106871
|
entity |
| Predicate | dataSource |
P409
|
FINISHED |
| Object |
Integrated Postsecondary Education Data System
The Integrated Postsecondary Education Data System (IPEDS) is a comprehensive U.S. federal data collection program that gathers and reports information on postsecondary institutions, including enrollment, finances, graduation rates, and institutional characteristics.
|
E468674
|
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: Integrated Postsecondary Education Data System | Statement: [R1: Doctoral Universities – Very high research activity, dataSource, Integrated Postsecondary Education Data System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Integrated Postsecondary Education Data System Context triple: [R1: Doctoral Universities – Very high research activity, dataSource, Integrated Postsecondary Education Data System]
-
A.
Office of Postsecondary Education
The Office of Postsecondary Education is a division of the U.S. Department of Education responsible for developing policies, administering programs, and providing financial support to promote access to and improvement of higher education.
-
B.
Student and Exchange Visitor Information System
The Student and Exchange Visitor Information System (SEVIS) is a U.S. government database that tracks and manages information on international students, exchange visitors, and their dependents for immigration and compliance purposes.
-
C.
Education at a Glance
Education at a Glance is the OECD’s flagship annual report that provides comprehensive comparative data and analysis on the performance, structure, and resources of education systems worldwide.
-
D.
United States Department of Education
The United States Department of Education is a federal executive agency responsible for establishing national education policy, administering federal financial aid, and overseeing and accrediting educational institutions across the country.
-
E.
BigFuture college planning platform
BigFuture college planning platform is an online tool from the College Board that helps students explore colleges, careers, and financial aid options to plan for life after high school.
- 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: Integrated Postsecondary Education Data System Triple: [R1: Doctoral Universities – Very high research activity, dataSource, Integrated Postsecondary Education Data System]
Generated description
The Integrated Postsecondary Education Data System (IPEDS) is a comprehensive U.S. federal data collection program that gathers and reports information on postsecondary institutions, including enrollment, finances, graduation rates, and institutional characteristics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Integrated Postsecondary Education Data System Target entity description: The Integrated Postsecondary Education Data System (IPEDS) is a comprehensive U.S. federal data collection program that gathers and reports information on postsecondary institutions, including enrollment, finances, graduation rates, and institutional characteristics.
-
A.
Office of Postsecondary Education
The Office of Postsecondary Education is a division of the U.S. Department of Education responsible for developing policies, administering programs, and providing financial support to promote access to and improvement of higher education.
-
B.
Student and Exchange Visitor Information System
The Student and Exchange Visitor Information System (SEVIS) is a U.S. government database that tracks and manages information on international students, exchange visitors, and their dependents for immigration and compliance purposes.
-
C.
Education at a Glance
Education at a Glance is the OECD’s flagship annual report that provides comprehensive comparative data and analysis on the performance, structure, and resources of education systems worldwide.
-
D.
United States Department of Education
The United States Department of Education is a federal executive agency responsible for establishing national education policy, administering federal financial aid, and overseeing and accrediting educational institutions across the country.
-
E.
BigFuture college planning platform
BigFuture college planning platform is an online tool from the College Board that helps students explore colleges, careers, and financial aid options to plan for life after high school.
- 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_69bd43f6a1e08190bf0a372bfc336ee5 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6c42113081908824f3608e65cbff |
completed | March 20, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be4400103c8190a5417fe75fb50f81 |
completed | March 21, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69be44a60c2c8190b47efae80379b21e |
completed | March 21, 2026, 7:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be4530fe5c8190aa976151cdd5bc7a |
completed | March 21, 2026, 7:13 a.m. |
Created at: March 20, 2026, 1:23 p.m.