Triple
T18302674
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universal Service Fund contributions from telecommunications providers |
E438393
|
entity |
| Predicate | reportedOn |
P9386
|
FINISHED |
| Object | FCC Form 499-Q |
—
|
NE NERFINISHED |
How this triple was built (3 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: FCC Form 499-Q | Statement: [Universal Service Fund contributions from telecommunications providers, reportedOn, FCC Form 499-Q]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FCC Form 499-Q Context triple: [Universal Service Fund contributions from telecommunications providers, reportedOn, FCC Form 499-Q]
-
A.
FCC Form 470
FCC Form 470 is a competitive bidding form that schools and libraries file with the FCC to solicit service provider proposals for discounted telecommunications and internet services under the E-Rate program.
-
B.
FCC Form 471
FCC Form 471 is the formal application schools and libraries submit to request funding commitments for eligible services and equipment under the federal E-Rate program.
-
C.
FCC Form 486
FCC Form 486 is an official FCC filing used by schools and libraries in the E-Rate program to confirm the start of discounted services and certify compliance with program rules.
-
D.
FCC Form 474
FCC Form 474 is the Service Provider Invoice (SPI) form used by vendors to request reimbursement from the federal E-Rate program for discounted telecommunications and internet services provided to eligible schools and libraries.
-
E.
FCC Form 472
FCC Form 472, also known as the Billed Entity Applicant Reimbursement (BEAR) Form, is a document schools and libraries use to request reimbursement for eligible telecommunications and internet access discounts under the federal E-Rate program.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FCC Form 499-Q Target entity description: FCC Form 499-Q is a quarterly filing that telecommunications providers submit to the Federal Communications Commission to project their interstate and international revenues for calculating Universal Service Fund contribution obligations.
-
A.
FCC Form 470
FCC Form 470 is a competitive bidding form that schools and libraries file with the FCC to solicit service provider proposals for discounted telecommunications and internet services under the E-Rate program.
-
B.
FCC Form 471
FCC Form 471 is the formal application schools and libraries submit to request funding commitments for eligible services and equipment under the federal E-Rate program.
-
C.
FCC Form 486
FCC Form 486 is an official FCC filing used by schools and libraries in the E-Rate program to confirm the start of discounted services and certify compliance with program rules.
-
D.
FCC Form 474
FCC Form 474 is the Service Provider Invoice (SPI) form used by vendors to request reimbursement from the federal E-Rate program for discounted telecommunications and internet services provided to eligible schools and libraries.
-
E.
FCC Form 472
FCC Form 472, also known as the Billed Entity Applicant Reimbursement (BEAR) Form, is a document schools and libraries use to request reimbursement for eligible telecommunications and internet access discounts under the federal E-Rate program.
- F. None of above. chosen
Provenance (2 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_69d8b915e3e881909125d760c15d0c29 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e50180ac48819090e9a8f11ba10c3d |
completed | April 19, 2026, 4:23 p.m. |
Created at: April 10, 2026, 10:35 a.m.