Triple
T201271
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Department of Education |
E4508
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Office of Federal Student Aid
The Office of Federal Student Aid is the U.S. government office that administers federal financial aid programs for students pursuing postsecondary education.
|
E4508
|
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: Office of Federal Student Aid | Statement: [United States Department of Education, hasDivision, Office of Federal Student Aid]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Office of Federal Student Aid Context triple: [United States Department of Education, hasDivision, Office of Federal Student Aid]
-
A.
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.
-
B.
Bureau of Indian Education
The Bureau of Indian Education is a U.S. federal agency responsible for providing and overseeing education services for American Indian and Alaska Native students, primarily through schools on or near reservations.
-
C.
Food and Nutrition Service
The Food and Nutrition Service is a U.S. federal agency that administers national food assistance and nutrition programs such as SNAP and school meals to improve food security and dietary health.
-
D.
Education and Skills Funding Agency
The Education and Skills Funding Agency is a UK government body responsible for funding education and training for children, young people, and adults, including schools, colleges, and apprenticeships.
-
E.
Office of Domestic Finance
The Office of Domestic Finance is a division of the U.S. Treasury responsible for developing and implementing policies related to the nation’s financial markets, fiscal operations, and federal debt management.
- 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: Office of Federal Student Aid Triple: [United States Department of Education, hasDivision, Office of Federal Student Aid]
Generated description
The Office of Federal Student Aid is the U.S. government office that administers federal financial aid programs for students pursuing postsecondary education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Office of Federal Student Aid Target entity description: The Office of Federal Student Aid is the U.S. government office that administers federal financial aid programs for students pursuing postsecondary education.
-
A.
United States Department of Education
chosen
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.
-
B.
Bureau of Indian Education
The Bureau of Indian Education is a U.S. federal agency responsible for providing and overseeing education services for American Indian and Alaska Native students, primarily through schools on or near reservations.
-
C.
Food and Nutrition Service
The Food and Nutrition Service is a U.S. federal agency that administers national food assistance and nutrition programs such as SNAP and school meals to improve food security and dietary health.
-
D.
Education and Skills Funding Agency
The Education and Skills Funding Agency is a UK government body responsible for funding education and training for children, young people, and adults, including schools, colleges, and apprenticeships.
-
E.
Office of Domestic Finance
The Office of Domestic Finance is a division of the U.S. Treasury responsible for developing and implementing policies related to the nation’s financial markets, fiscal operations, and federal debt management.
- F. None of above.
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_69a25737567c81908f9c505300239181 |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25be5a6d081909723b23a6361d6ea |
completed | Feb. 28, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a323308b748190aea2e7dff74e7202 |
completed | Feb. 28, 2026, 5:17 p.m. |
| NEDg | Description generation | batch_69a323be36ac8190949a2c6f08c9a215 |
completed | Feb. 28, 2026, 5:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3241f3cd08190a77ef4307a0e6dd0 |
completed | Feb. 28, 2026, 5:21 p.m. |
Created at: Feb. 28, 2026, 2:51 a.m.