Triple

T17758281
Position Surface form Disambiguated ID Type / Status
Subject FCC Form 472 E443301 entity
Predicate submittedTo P28 FINISHED
Object USAC
USAC (the Universal Service Administrative Company) is a nonprofit organization that administers the U.S. Universal Service Fund programs that support affordable telecommunications and broadband access.
 E1287296 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: USAC | Statement: [FCC Form 472, submittedTo, USAC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USAC
Context triple: [FCC Form 472, submittedTo, USAC]
  • A. USAC
    USAC is the commonly used abbreviation for USA Cycling, the national governing body for bicycle racing in the United States.
  • B. USAC
    USAC is the Universidad de San Carlos de Guatemala, the main public and oldest university in Guatemala and one of the oldest in the Americas.
  • C. USASA
    The USASA (United States Adult Soccer Association) is the national governing body for adult amateur soccer in the United States, organizing regional and national competitions and serving as a key pathway into tournaments like the U.S. Open Cup.
  • D. USAB
    USAB is the commonly used abbreviation for USA Basketball, the national governing body for basketball in the United States.
  • E. USAP
    USAP is a professional rugby union club based in Perpignan, France, known for its rich history and passionate Catalan identity.
  • 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: USAC
Triple: [FCC Form 472, submittedTo, USAC]
Generated description
USAC (the Universal Service Administrative Company) is a nonprofit organization that administers the U.S. Universal Service Fund programs that support affordable telecommunications and broadband access.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: USAC
Target entity description: USAC (the Universal Service Administrative Company) is a nonprofit organization that administers the U.S. Universal Service Fund programs that support affordable telecommunications and broadband access.
  • A. USAC
    USAC is the Universidad de San Carlos de Guatemala, the main public and oldest university in Guatemala and one of the oldest in the Americas.
  • B. USAC
    USAC is the commonly used abbreviation for USA Cycling, the national governing body for bicycle racing in the United States.
  • C. USASA
    The USASA (United States Adult Soccer Association) is the national governing body for adult amateur soccer in the United States, organizing regional and national competitions and serving as a key pathway into tournaments like the U.S. Open Cup.
  • D. USAB
    USAB is the commonly used abbreviation for USA Basketball, the national governing body for basketball in the United States.
  • E. USAP
    USAP is a professional rugby union club based in Perpignan, France, known for its rich history and passionate Catalan identity.
  • 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_69d8b9edf16c8190a59ebd245d378f4f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4841fe97881908f4df503fb781763 completed April 19, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02efb8d5288190802b6329fd13d5a9 completed May 12, 2026, 9:15 a.m.
NEDg Description generation batch_6a02f113a41c8190b17611eaa50516ca completed May 12, 2026, 9:21 a.m.
NED2 Entity disambiguation (via description) batch_6a02f1e980f4819087eb191e13396581 completed May 12, 2026, 9:24 a.m.
Created at: April 10, 2026, 10:10 a.m.