Triple

T4426014
Position Surface form Disambiguated ID Type / Status
Subject E-Rate program E95210 entity
Predicate applicationForm P5463 FINISHED
Object 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.
 E438390 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 470 | Statement: [E-Rate program, applicationForm, FCC Form 470]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FCC Form 470
Context triple: [E-Rate program, applicationForm, FCC Form 470]
  • A. FCC
    FCC is the common abbreviation for FC Cincinnati, a professional soccer club based in Cincinnati, Ohio, that competes in Major League Soccer.
  • B. Form U4
    Form U4 is the uniform registration form used by broker-dealer and investment adviser representatives in the United States to apply for and update their licensing and disclosure information with regulators.
  • C. Form 940
    Form 940 is an annual IRS tax form that employers use to report and pay federal unemployment (FUTA) taxes.
  • D. Form 944
    Form 944 is an annual IRS tax form that certain small employers use to report federal income tax withheld and Social Security and Medicare taxes.
  • E. FEC
    FEC is the independent U.S. regulatory agency responsible for enforcing federal campaign finance laws and overseeing the financing of elections for federal office.
  • 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 470
Triple: [E-Rate program, applicationForm, FCC Form 470]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FCC Form 470
Target entity description: 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.
  • A. FCC
    FCC is the common abbreviation for FC Cincinnati, a professional soccer club based in Cincinnati, Ohio, that competes in Major League Soccer.
  • B. Form U4
    Form U4 is the uniform registration form used by broker-dealer and investment adviser representatives in the United States to apply for and update their licensing and disclosure information with regulators.
  • C. Form 940
    Form 940 is an annual IRS tax form that employers use to report and pay federal unemployment (FUTA) taxes.
  • D. Form 944
    Form 944 is an annual IRS tax form that certain small employers use to report federal income tax withheld and Social Security and Medicare taxes.
  • E. FEC
    FEC is the independent U.S. regulatory agency responsible for enforcing federal campaign finance laws and overseeing the financing of elections for federal office.
  • 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_69b5f633a69c8190b062c2a78b0f8319 completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f6bcfa0481909d07ffb2a975a350 completed March 15, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_69b5f733c660819081c68dc3ec342e12 completed March 15, 2026, 12:02 a.m.
Created at: March 12, 2026, 11:30 p.m.