Triple
T2724578
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biden administration |
E60160
|
entity |
| Predicate | legislationSigned |
P30152
|
FINISHED |
| Object |
Inflation Reduction Act of 2022
The Inflation Reduction Act of 2022 is a major U.S. federal law focused on climate and clean energy investment, prescription drug pricing reform, and deficit reduction, enacted under President Joe Biden.
|
E292431
|
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: Inflation Reduction Act of 2022 | Statement: [Biden administration, legislationSigned, Inflation Reduction Act of 2022]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inflation Reduction Act of 2022 Context triple: [Biden administration, legislationSigned, Inflation Reduction Act of 2022]
-
A.
Consolidated Appropriations Act, 2023
The Consolidated Appropriations Act, 2023 is a comprehensive U.S. federal omnibus spending law that funded the government for fiscal year 2023 and bundled numerous policy measures across defense, domestic programs, and regulatory reforms.
-
B.
Consolidated Appropriations Act, 2021
The Consolidated Appropriations Act, 2021 is a major U.S. federal spending and COVID-19 relief law that combined government funding with extensive economic stimulus measures enacted at the end of 2020.
-
C.
Consolidated Appropriations Act, 2020
The Consolidated Appropriations Act, 2020 is a comprehensive U.S. federal spending law that funded government operations for fiscal year 2020 and included various policy provisions and extensions.
-
D.
Consolidated Appropriations Act, 2016
The Consolidated Appropriations Act, 2016 is a comprehensive U.S. federal spending law that funded government operations for fiscal year 2016 and bundled numerous policy provisions, including major cybersecurity and tax measures.
-
E.
National Defense Authorization Act for Fiscal Year 2021
The National Defense Authorization Act for Fiscal Year 2021 is a major U.S. federal law that authorizes defense spending and includes wide-ranging policy provisions, including significant reforms to anti-money laundering regulations.
- 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: Inflation Reduction Act of 2022 Triple: [Biden administration, legislationSigned, Inflation Reduction Act of 2022]
Generated description
The Inflation Reduction Act of 2022 is a major U.S. federal law focused on climate and clean energy investment, prescription drug pricing reform, and deficit reduction, enacted under President Joe Biden.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Inflation Reduction Act of 2022 Target entity description: The Inflation Reduction Act of 2022 is a major U.S. federal law focused on climate and clean energy investment, prescription drug pricing reform, and deficit reduction, enacted under President Joe Biden.
-
A.
Consolidated Appropriations Act, 2023
The Consolidated Appropriations Act, 2023 is a comprehensive U.S. federal omnibus spending law that funded the government for fiscal year 2023 and bundled numerous policy measures across defense, domestic programs, and regulatory reforms.
-
B.
Consolidated Appropriations Act, 2021
The Consolidated Appropriations Act, 2021 is a major U.S. federal spending and COVID-19 relief law that combined government funding with extensive economic stimulus measures enacted at the end of 2020.
-
C.
Consolidated Appropriations Act, 2020
The Consolidated Appropriations Act, 2020 is a comprehensive U.S. federal spending law that funded government operations for fiscal year 2020 and included various policy provisions and extensions.
-
D.
Consolidated Appropriations Act, 2016
The Consolidated Appropriations Act, 2016 is a comprehensive U.S. federal spending law that funded government operations for fiscal year 2016 and bundled numerous policy provisions, including major cybersecurity and tax measures.
-
E.
National Defense Authorization Act for Fiscal Year 2021
The National Defense Authorization Act for Fiscal Year 2021 is a major U.S. federal law that authorizes defense spending and includes wide-ranging policy provisions, including significant reforms to anti-money laundering regulations.
- 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_69ab4b746d248190958e052045c09255 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd1fc30c81909ac06588d50abdf8 |
completed | March 7, 2026, 8:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb69605308190b5a8078b275791fb |
completed | March 10, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69afb7166d788190ac219fe3c3e164fe |
completed | March 10, 2026, 6:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb7acf3588190813bde4428dfe5f4 |
completed | March 10, 2026, 6:18 a.m. |
Created at: March 6, 2026, 9:55 p.m.