Triple
T6245731
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Family Education Loan Program |
E139716
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
FFELP
FFELP is a former U.S. federal student loan program in which private lenders issued education loans that were guaranteed and subsidized by the federal government.
|
E579820
|
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: FFELP | Statement: [Federal Family Education Loan Program, alsoKnownAs, FFELP]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FFELP Context triple: [Federal Family Education Loan Program, alsoKnownAs, FFELP]
-
A.
EDFE
EDFE is the ICAO airport code for Frankfurt Egelsbach Airport, a general aviation airfield near Frankfurt, Germany.
-
B.
EFTP
EFTP is the ICAO airport code for Pirkkala Air Base, a military and civilian airport serving the Tampere region in Finland.
-
C.
FEEFA
FEEFA is a song featured on 6ix9ine’s 2018 studio album "Dummy Boy."
-
D.
EFD
EFD is the abbreviation for Switzerland’s Federal Department of Finance, the federal ministry responsible for national financial and budgetary policy.
-
E.
FAFSA
FAFSA is the Free Application for Federal Student Aid, a standardized form used by U.S. students to apply for federal financial aid for college or career 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: FFELP Triple: [Federal Family Education Loan Program, alsoKnownAs, FFELP]
Generated description
FFELP is a former U.S. federal student loan program in which private lenders issued education loans that were guaranteed and subsidized by the federal government.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FFELP Target entity description: FFELP is a former U.S. federal student loan program in which private lenders issued education loans that were guaranteed and subsidized by the federal government.
-
A.
EDFE
EDFE is the ICAO airport code for Frankfurt Egelsbach Airport, a general aviation airfield near Frankfurt, Germany.
-
B.
EFTP
EFTP is the ICAO airport code for Pirkkala Air Base, a military and civilian airport serving the Tampere region in Finland.
-
C.
FEEFA
FEEFA is a song featured on 6ix9ine’s 2018 studio album "Dummy Boy."
-
D.
EFD
EFD is the abbreviation for Switzerland’s Federal Department of Finance, the federal ministry responsible for national financial and budgetary policy.
-
E.
FAFSA
FAFSA is the Free Application for Federal Student Aid, a standardized form used by U.S. students to apply for federal financial aid for college or career 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_69c008b1c5088190ae6de2555fc05ad8 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0631d9e648190a59ab4001f506424 |
completed | March 22, 2026, 9:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c24406809c8190a827a52abce88ecc |
completed | March 24, 2026, 7:57 a.m. |
| NEDg | Description generation | batch_69c2a6663a4c8190b7fcac132640da50 |
completed | March 24, 2026, 2:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c2a6bc92948190ae4676d0e6e186fb |
completed | March 24, 2026, 2:59 p.m. |
Created at: March 22, 2026, 4:23 p.m.