Triple
T9791111
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Coronavirus Aid, Relief, and Economic Security Act |
E237608
|
entity |
| Predicate | containsProvision |
P1393
|
FINISHED |
| Object |
Paycheck Protection Program
The Paycheck Protection Program was a U.S. federal loan initiative created during the COVID-19 pandemic to help small businesses keep workers employed by providing forgivable loans for payroll and certain other expenses.
|
E821927
|
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: Paycheck Protection Program | Statement: [Coronavirus Aid, Relief, and Economic Security Act, containsProvision, Paycheck Protection Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paycheck Protection Program Context triple: [Coronavirus Aid, Relief, and Economic Security Act, containsProvision, Paycheck Protection Program]
-
A.
Paycheck Protection Program and Health Care Enhancement Act
The Paycheck Protection Program and Health Care Enhancement Act is a 2020 U.S. federal relief law that expanded small-business loan funding and increased support for hospitals and COVID-19 testing during the coronavirus pandemic.
-
B.
U.S. Small Business Administration loan programs
U.S. Small Business Administration loan programs are federally backed financing options designed to help small businesses start, operate, and expand by providing more accessible credit terms through participating lenders.
-
C.
Coronavirus Job Retention Scheme
The Coronavirus Job Retention Scheme was a UK government furlough program introduced during the COVID-19 pandemic to subsidize employee wages and prevent mass unemployment.
-
D.
Self-Employment Income Support Scheme
The Self-Employment Income Support Scheme was a UK government program that provided taxable grants to self-employed individuals whose businesses were adversely affected by the COVID-19 pandemic.
-
E.
Trade Adjustment Assistance for Firms program
The Trade Adjustment Assistance for Firms program is a federal initiative that helps U.S. companies hurt by import competition become more competitive through technical assistance and business improvement projects.
- 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: Paycheck Protection Program Triple: [Coronavirus Aid, Relief, and Economic Security Act, containsProvision, Paycheck Protection Program]
Generated description
The Paycheck Protection Program was a U.S. federal loan initiative created during the COVID-19 pandemic to help small businesses keep workers employed by providing forgivable loans for payroll and certain other expenses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paycheck Protection Program Target entity description: The Paycheck Protection Program was a U.S. federal loan initiative created during the COVID-19 pandemic to help small businesses keep workers employed by providing forgivable loans for payroll and certain other expenses.
-
A.
Paycheck Protection Program and Health Care Enhancement Act
The Paycheck Protection Program and Health Care Enhancement Act is a 2020 U.S. federal relief law that expanded small-business loan funding and increased support for hospitals and COVID-19 testing during the coronavirus pandemic.
-
B.
U.S. Small Business Administration loan programs
U.S. Small Business Administration loan programs are federally backed financing options designed to help small businesses start, operate, and expand by providing more accessible credit terms through participating lenders.
-
C.
Coronavirus Job Retention Scheme
The Coronavirus Job Retention Scheme was a UK government furlough program introduced during the COVID-19 pandemic to subsidize employee wages and prevent mass unemployment.
-
D.
Self-Employment Income Support Scheme
The Self-Employment Income Support Scheme was a UK government program that provided taxable grants to self-employed individuals whose businesses were adversely affected by the COVID-19 pandemic.
-
E.
Trade Adjustment Assistance for Firms program
The Trade Adjustment Assistance for Firms program is a federal initiative that helps U.S. companies hurt by import competition become more competitive through technical assistance and business improvement projects.
- 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_69ca84dc04488190b9c91193976c0960 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda215b3108190a897552e1dc91cc4 |
completed | April 1, 2026, 10:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1c43141cc81908c45a3f5d5103564 |
completed | April 5, 2026, 2:08 a.m. |
| NEDg | Description generation | batch_69d1c4b07cec8190a2e6c49efad3a841 |
completed | April 5, 2026, 2:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1c547a9808190b96face03c4203b0 |
completed | April 5, 2026, 2:13 a.m. |
Created at: March 30, 2026, 8:28 p.m.