Triple

T4575621
Position Surface form Disambiguated ID Type / Status
Subject SEC filings E123134 entity
Predicate includesFormType P12776 FINISHED
Object Form 20-F
Form 20-F is an annual report that foreign private issuers must file with the U.S. Securities and Exchange Commission to provide comprehensive financial and operational information to investors.
E453743 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: Form 20-F | Statement: [SEC filings, includesFormType, Form 20-F]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Form 20-F
Context triple: [SEC filings, includesFormType, Form 20-F]
  • A. Form 8-K
    Form 8-K is a report that U.S. public companies must file with the SEC to disclose major, time-sensitive corporate events to investors.
  • B. SEC filings
    SEC filings are mandatory financial and informational reports that publicly traded companies and certain other entities must submit to the U.S. Securities and Exchange Commission to provide transparency and protect investors.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Form 20-F
Triple: [SEC filings, includesFormType, Form 20-F]
Generated description
Form 20-F is an annual report that foreign private issuers must file with the U.S. Securities and Exchange Commission to provide comprehensive financial and operational information to investors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Form 20-F
Target entity description: Form 20-F is an annual report that foreign private issuers must file with the U.S. Securities and Exchange Commission to provide comprehensive financial and operational information to investors.
  • A. Form 8-K
    Form 8-K is a report that U.S. public companies must file with the SEC to disclose major, time-sensitive corporate events to investors.
  • B. SEC filings
    SEC filings are mandatory financial and informational reports that publicly traded companies and certain other entities must submit to the U.S. Securities and Exchange Commission to provide transparency and protect investors.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69bd46466c7081909d07f36be2d08804 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd62334e4081908ad7ad18d759663d completed March 20, 2026, 3:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd3e656a08190bb48d2ecae1eb798 completed March 20, 2026, 11:10 p.m.
NEDg Description generation batch_69bdd71b55d8819085340c8abb9c369e completed March 20, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69bdd78c9a008190b774db2742a3b371 completed March 20, 2026, 11:26 p.m.
Created at: March 20, 2026, 1:10 p.m.