Triple

T17798487
Position Surface form Disambiguated ID Type / Status
Subject FCC Form 474 E444355 entity
Predicate hasFullName P16 FINISHED
Object Service Provider Invoice Form
The Service Provider Invoice Form is an FCC form used by telecommunications service providers to request reimbursement for discounted services provided under the E-rate program.
E1287656 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: Service Provider Invoice Form | Statement: [FCC Form 474, hasFullName, Service Provider Invoice Form]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Service Provider Invoice Form
Context triple: [FCC Form 474, hasFullName, Service Provider Invoice Form]
  • A. Square Invoices
    Square Invoices is a cloud-based invoicing tool that lets businesses create, send, and manage professional invoices and accept online payments through the Square ecosystem.
  • B. Zoho Invoice
    Zoho Invoice is an online invoicing and billing software solution designed to help businesses create, send, and manage invoices and payments.
  • C. Billed Entity Applicant Reimbursement Form
    The Billed Entity Applicant Reimbursement Form is an FCC form used by schools and libraries in the E‑Rate program to request reimbursement for eligible telecommunications and internet service discounts they have already paid.
  • D. ServiceTitan
    ServiceTitan is a cloud-based software platform that provides business management solutions for home and commercial service contractors, such as HVAC, plumbing, and electrical companies.
  • E. Finance Bill (India)
    The Finance Bill (India) is a key legislative proposal introduced annually in Parliament to give legal effect to the government's financial proposals, including taxation changes and budgetary measures, for the upcoming fiscal year.
  • 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: Service Provider Invoice Form
Triple: [FCC Form 474, hasFullName, Service Provider Invoice Form]
Generated description
The Service Provider Invoice Form is an FCC form used by telecommunications service providers to request reimbursement for discounted services provided under the E-rate program.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Service Provider Invoice Form
Target entity description: The Service Provider Invoice Form is an FCC form used by telecommunications service providers to request reimbursement for discounted services provided under the E-rate program.
  • A. Square Invoices
    Square Invoices is a cloud-based invoicing tool that lets businesses create, send, and manage professional invoices and accept online payments through the Square ecosystem.
  • B. Zoho Invoice
    Zoho Invoice is an online invoicing and billing software solution designed to help businesses create, send, and manage invoices and payments.
  • C. Billed Entity Applicant Reimbursement Form
    The Billed Entity Applicant Reimbursement Form is an FCC form used by schools and libraries in the E‑Rate program to request reimbursement for eligible telecommunications and internet service discounts they have already paid.
  • D. ServiceTitan
    ServiceTitan is a cloud-based software platform that provides business management solutions for home and commercial service contractors, such as HVAC, plumbing, and electrical companies.
  • E. Finance Bill (India)
    The Finance Bill (India) is a key legislative proposal introduced annually in Parliament to give legal effect to the government's financial proposals, including taxation changes and budgetary measures, for the upcoming fiscal year.
  • 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_69d8b9efe370819095cd219b143ae727 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e487fcfdc8819086f41152860dfe18 completed April 19, 2026, 7:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02f84095f48190985b20bc8f049e5b completed May 12, 2026, 9:52 a.m.
NEDg Description generation batch_6a02f9078e088190b2e84f219f7457ed completed May 12, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_6a02f98c91a481909739f2a8a681286d completed May 12, 2026, 9:57 a.m.
Created at: April 10, 2026, 10:13 a.m.