Triple

T4426017
Position Surface form Disambiguated ID Type / Status
Subject E-Rate program E95210 entity
Predicate applicationForm P5463 FINISHED
Object 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.
E443301 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: FCC Form 472 | Statement: [E-Rate program, applicationForm, FCC Form 472]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FCC Form 472
Context triple: [E-Rate program, applicationForm, FCC Form 472]
  • A. 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.
  • B. 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.
  • 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
    FCC is the common abbreviation for FC Cincinnati, a professional soccer club based in Cincinnati, Ohio, that competes in Major League Soccer.
  • E. FDD
    FDD (Frequency Division Duplex) is a communication method that separates uplink and downlink signals onto different frequency bands to enable simultaneous two-way wireless transmission.
  • 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: FCC Form 472
Triple: [E-Rate program, applicationForm, FCC Form 472]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FCC Form 472
Target entity description: 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.
  • A. 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.
  • B. 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.
  • 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
    FCC is the common abbreviation for FC Cincinnati, a professional soccer club based in Cincinnati, Ohio, that competes in Major League Soccer.
  • E. FDD
    FDD (Frequency Division Duplex) is a communication method that separates uplink and downlink signals onto different frequency bands to enable simultaneous two-way wireless transmission.
  • 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_69b3453c2a0c8190926b574c90766db9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3554e40ec8190982acc0948da2f42 completed March 13, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6374ffbd081908c96847ec2d25cee completed March 15, 2026, 4:36 a.m.
NEDg Description generation batch_69b637c48680819094140c463f1c0b93 completed March 15, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_69b6383aecb081908c0dc402b8f4add5 completed March 15, 2026, 4:40 a.m.
Created at: March 12, 2026, 11:30 p.m.