Triple
T5324626
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agriculture Improvement Act of 2018 |
E121756
|
entity |
| Predicate | publicLawNumber |
P1117
|
FINISHED |
| Object |
Public Law 115-334
Public Law 115-334 is the 2018 U.S. Farm Bill, a comprehensive federal statute that reauthorizes and reforms agricultural, nutrition, conservation, and rural development programs.
|
E511872
|
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: Public Law 115-334 | Statement: [Agriculture Improvement Act of 2018, publicLawNumber, Public Law 115-334]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Law 115-334 Context triple: [Agriculture Improvement Act of 2018, publicLawNumber, Public Law 115-334]
-
A.
Public Law 115-264
Public Law 115-264 is a U.S. federal statute, known as the Music Modernization Act, that overhauled copyright law to better address digital music licensing and royalties.
-
B.
Public Law 115-278
Public Law 115-278 is the 2018 U.S. federal law that formally established the Cybersecurity and Infrastructure Security Agency (CISA) within the Department of Homeland Security to lead national efforts in protecting critical infrastructure from cyber and physical threats.
-
C.
Public Law 115-44
Public Law 115-44 is a 2017 U.S. federal statute that imposes expanded sanctions on Russia, Iran, and North Korea in response to activities such as election interference, human rights abuses, and weapons programs.
-
D.
Public Law 115-97
Public Law 115-97 is the 2017 U.S. federal tax legislation that significantly overhauled the tax code by cutting corporate tax rates, altering individual tax brackets, and revising numerous deductions and credits.
-
E.
Public Law 115-91
Public Law 115-91 is the National Defense Authorization Act for Fiscal Year 2018, a U.S. federal law that sets annual defense policies and funding priorities for the Department of Defense.
- 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: Public Law 115-334 Triple: [Agriculture Improvement Act of 2018, publicLawNumber, Public Law 115-334]
Generated description
Public Law 115-334 is the 2018 U.S. Farm Bill, a comprehensive federal statute that reauthorizes and reforms agricultural, nutrition, conservation, and rural development programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Law 115-334 Target entity description: Public Law 115-334 is the 2018 U.S. Farm Bill, a comprehensive federal statute that reauthorizes and reforms agricultural, nutrition, conservation, and rural development programs.
-
A.
Public Law 115-264
Public Law 115-264 is a U.S. federal statute, known as the Music Modernization Act, that overhauled copyright law to better address digital music licensing and royalties.
-
B.
Public Law 115-278
Public Law 115-278 is the 2018 U.S. federal law that formally established the Cybersecurity and Infrastructure Security Agency (CISA) within the Department of Homeland Security to lead national efforts in protecting critical infrastructure from cyber and physical threats.
-
C.
Public Law 115-44
Public Law 115-44 is a 2017 U.S. federal statute that imposes expanded sanctions on Russia, Iran, and North Korea in response to activities such as election interference, human rights abuses, and weapons programs.
-
D.
Public Law 115-97
Public Law 115-97 is the 2017 U.S. federal tax legislation that significantly overhauled the tax code by cutting corporate tax rates, altering individual tax brackets, and revising numerous deductions and credits.
-
E.
Public Law 115-91
Public Law 115-91 is the National Defense Authorization Act for Fiscal Year 2018, a U.S. federal law that sets annual defense policies and funding priorities for the Department of Defense.
- 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_69bd463d956c819088105c3db802c017 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd857b41e0819091a51286d0de214c |
completed | March 20, 2026, 5:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf18abdcc48190bca5c7fc354c2471 |
completed | March 21, 2026, 10:16 p.m. |
| NEDg | Description generation | batch_69bf19a73b888190a903124a9da5e172 |
completed | March 21, 2026, 10:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf19fc79148190a02c4ddf2f6abdf7 |
completed | March 21, 2026, 10:21 p.m. |
Created at: March 20, 2026, 1:59 p.m.