Triple

T4425985
Position Surface form Disambiguated ID Type / Status
Subject E-Rate program E95210 entity
Predicate administeredBy P86 FINISHED
Object Universal Service Administrative Company
The Universal Service Administrative Company is a nonprofit organization that manages federal universal service support programs that help make telecommunications and broadband services affordable and accessible across the United States.
 E438388 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: Universal Service Administrative Company | Statement: [E-Rate program, administeredBy, Universal Service Administrative Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Universal Service Administrative Company
Context triple: [E-Rate program, administeredBy, Universal Service Administrative Company]
  • A. Public Service Enterprise Group
    Public Service Enterprise Group is a major American energy company primarily engaged in the generation and distribution of electricity and natural gas, serving customers in the Mid-Atlantic region.
  • B. United Global Services
    United Global Services is United Airlines’ invitation-only, highest-level elite status program offering exceptionally personalized service and exclusive travel benefits to its most valuable customers.
  • C. USAA
    USAA is a U.S.-based financial services company best known for providing insurance, banking, and investment products primarily to military members and their families.
  • D. SunAmerica
    SunAmerica is a major U.S. financial services company best known for its retirement savings and annuity products.
  • E. SBC Communications
    SBC Communications was a major U.S. telecommunications company that grew through acquisitions and later rebranded as AT&T Inc.
  • 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: Universal Service Administrative Company
Triple: [E-Rate program, administeredBy, Universal Service Administrative Company]
Generated description
The Universal Service Administrative Company is a nonprofit organization that manages federal universal service support programs that help make telecommunications and broadband services affordable and accessible across the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Universal Service Administrative Company
Target entity description: The Universal Service Administrative Company is a nonprofit organization that manages federal universal service support programs that help make telecommunications and broadband services affordable and accessible across the United States.
  • A. Public Service Enterprise Group
    Public Service Enterprise Group is a major American energy company primarily engaged in the generation and distribution of electricity and natural gas, serving customers in the Mid-Atlantic region.
  • B. United Global Services
    United Global Services is United Airlines’ invitation-only, highest-level elite status program offering exceptionally personalized service and exclusive travel benefits to its most valuable customers.
  • C. USAA
    USAA is a U.S.-based financial services company best known for providing insurance, banking, and investment products primarily to military members and their families.
  • D. SunAmerica
    SunAmerica is a major U.S. financial services company best known for its retirement savings and annuity products.
  • E. SBC Communications
    SBC Communications was a major U.S. telecommunications company that grew through acquisitions and later rebranded as AT&T Inc.
  • 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.