Triple
T17669762
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FCC Form 471 |
E440487
|
entity |
| Predicate | reviewedBy |
P1394
|
FINISHED |
| Object | USAC Program Integrity Assurance |
—
|
NE NERFINISHED |
How this triple was built (3 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 Program Integrity Assurance | Statement: [FCC Form 471, reviewedBy, USAC Program Integrity Assurance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USAC Program Integrity Assurance Context triple: [FCC Form 471, reviewedBy, USAC Program Integrity Assurance]
-
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.
Center for Program Integrity
The Center for Program Integrity is a division within the Centers for Medicare & Medicaid Services responsible for preventing fraud, waste, and abuse in federal health care programs and ensuring proper payment and program compliance.
-
D.
Office of Program Integrity
The Office of Program Integrity is a unit within the Oregon Department of Human Services responsible for preventing, detecting, and addressing fraud, waste, and abuse in the agency’s programs.
-
E.
USASC
USASC is the commonly used abbreviation for the United States Army Signal Corps, the branch responsible for the Army’s communications and information systems.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USAC Program Integrity Assurance Target entity description: USAC Program Integrity Assurance is a division of the Universal Service Administrative Company responsible for reviewing and verifying the integrity and compliance of applications and funding requests in federal universal service support programs.
-
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.
Center for Program Integrity
The Center for Program Integrity is a division within the Centers for Medicare & Medicaid Services responsible for preventing fraud, waste, and abuse in federal health care programs and ensuring proper payment and program compliance.
-
D.
Office of Program Integrity
The Office of Program Integrity is a unit within the Oregon Department of Human Services responsible for preventing, detecting, and addressing fraud, waste, and abuse in the agency’s programs.
-
E.
USASC
USASC is the commonly used abbreviation for the United States Army Signal Corps, the branch responsible for the Army’s communications and information systems.
- F. None of above. chosen
Provenance (2 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_69d8b9e87e18819087104a44dc4dc5b1 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e46f67f6188190a978c7c9f462064d |
completed | April 19, 2026, 6 a.m. |
Created at: April 10, 2026, 9:59 a.m.