Triple

T6168818

Position	Surface form	Disambiguated ID	Type / Status
Subject	Federal Student Aid	`E137639`	entity
Predicate	operatesProgram	`P1688`	FINISHED
Object	Federal Supplemental Educational Opportunity Grant Program The Federal Supplemental Educational Opportunity Grant Program is a need-based federal aid initiative that provides additional grant funding to low-income undergraduate students to help cover the cost of postsecondary education.	`E573103`	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: Federal Supplemental Educational Opportunity Grant Program | Statement: [Federal Student Aid, operatesProgram, Federal Supplemental Educational Opportunity Grant Program]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Federal Supplemental Educational Opportunity Grant Program
Context triple: [Federal Student Aid, operatesProgram, Federal Supplemental Educational Opportunity Grant Program]

A. Federal Pell Grant Program
The Federal Pell Grant Program is a U.S. federal financial aid initiative that provides need-based grants to low-income undergraduate students to help pay for college expenses.
B. 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.
C. Federal Family Education Loan Program
The Federal Family Education Loan Program was a U.S. government-backed student loan system in which private lenders issued education loans that were guaranteed and subsidized by the federal government.
D. Federal Direct Student Loan Program
The Federal Direct Student Loan Program is a U.S. government initiative that provides low-interest loans directly to students and parents to help pay for higher education.
E. Federal Student Aid
Federal Student Aid is a U.S. government office that provides and manages financial assistance programs to help students pay for postsecondary 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: Federal Supplemental Educational Opportunity Grant Program
Triple: [Federal Student Aid, operatesProgram, Federal Supplemental Educational Opportunity Grant Program]

Generated description

The Federal Supplemental Educational Opportunity Grant Program is a need-based federal aid initiative that provides additional grant funding to low-income undergraduate students to help cover the cost of postsecondary education.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Federal Supplemental Educational Opportunity Grant Program
Target entity description: The Federal Supplemental Educational Opportunity Grant Program is a need-based federal aid initiative that provides additional grant funding to low-income undergraduate students to help cover the cost of postsecondary education.

A. Federal Pell Grant Program
The Federal Pell Grant Program is a U.S. federal financial aid initiative that provides need-based grants to low-income undergraduate students to help pay for college expenses.
B. 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.
C. Federal Family Education Loan Program
The Federal Family Education Loan Program was a U.S. government-backed student loan system in which private lenders issued education loans that were guaranteed and subsidized by the federal government.
D. Federal Direct Student Loan Program
The Federal Direct Student Loan Program is a U.S. government initiative that provides low-interest loans directly to students and parents to help pay for higher education.
E. Federal Student Aid
Federal Student Aid is a U.S. government office that provides and manages financial assistance programs to help students pay for postsecondary 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_69c008a68c508190a8d78245c865960e`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c05d8de56481909583104c70a52616`	completed	March 22, 2026, 9:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c141a947808190ac68e6f00858a573`	completed	March 23, 2026, 1:35 p.m.
NEDg	Description generation	`batch_69c1458171588190a074797c3b51f1e7`	completed	March 23, 2026, 1:52 p.m.
NED2	Entity disambiguation (via description)	`batch_69c145f2290c819093f787a4f9a6a832`	completed	March 23, 2026, 1:53 p.m.

Created at: March 22, 2026, 4:18 p.m.