Triple
T388368
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Joe Biden |
E8825
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Infrastructure Investment and Jobs Act (as president)
The Infrastructure Investment and Jobs Act is a major U.S. federal law enacted under President Joe Biden that authorizes extensive funding to modernize the nation’s transportation, broadband, water, and energy infrastructure.
|
E49113
|
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: Infrastructure Investment and Jobs Act (as president) | Statement: [Joe Biden, notableWork, Infrastructure Investment and Jobs Act (as president)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Infrastructure Investment and Jobs Act (as president) Context triple: [Joe Biden, notableWork, Infrastructure Investment and Jobs Act (as president)]
-
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.
Cybersecurity and Infrastructure Security Agency Act of 2018
The Cybersecurity and Infrastructure Security Agency Act of 2018 is a U.S. federal law that formally established the Cybersecurity and Infrastructure Security Agency (CISA) within the Department of Homeland Security to lead national efforts to protect critical infrastructure from cyber and physical threats.
-
C.
China Belt and Road Initiative
The China Belt and Road Initiative is a global infrastructure and economic development strategy led by China to enhance trade connectivity and geopolitical influence across Asia, Europe, Africa, and beyond.
-
D.
Building America
Building America is the corporate slogan used by Union Pacific Railroad to emphasize its role in supporting and connecting the nation’s economy and infrastructure.
-
E.
Housing and Economic Recovery Act of 2008
The Housing and Economic Recovery Act of 2008 is a major U.S. federal law enacted in response to the subprime mortgage crisis to stabilize the housing market, reform mortgage finance regulation, and support distressed homeowners and communities.
- 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: Infrastructure Investment and Jobs Act (as president) Triple: [Joe Biden, notableWork, Infrastructure Investment and Jobs Act (as president)]
Generated description
The Infrastructure Investment and Jobs Act is a major U.S. federal law enacted under President Joe Biden that authorizes extensive funding to modernize the nation’s transportation, broadband, water, and energy infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Infrastructure Investment and Jobs Act (as president) Target entity description: The Infrastructure Investment and Jobs Act is a major U.S. federal law enacted under President Joe Biden that authorizes extensive funding to modernize the nation’s transportation, broadband, water, and energy infrastructure.
-
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.
Cybersecurity and Infrastructure Security Agency Act of 2018
The Cybersecurity and Infrastructure Security Agency Act of 2018 is a U.S. federal law that formally established the Cybersecurity and Infrastructure Security Agency (CISA) within the Department of Homeland Security to lead national efforts to protect critical infrastructure from cyber and physical threats.
-
C.
China Belt and Road Initiative
The China Belt and Road Initiative is a global infrastructure and economic development strategy led by China to enhance trade connectivity and geopolitical influence across Asia, Europe, Africa, and beyond.
-
D.
Building America
Building America is the corporate slogan used by Union Pacific Railroad to emphasize its role in supporting and connecting the nation’s economy and infrastructure.
-
E.
Housing and Economic Recovery Act of 2008
The Housing and Economic Recovery Act of 2008 is a major U.S. federal law enacted in response to the subprime mortgage crisis to stabilize the housing market, reform mortgage finance regulation, and support distressed homeowners and communities.
- 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_69a2e7f55c60819097aff65ea2ca2832 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ec5988708190aa86d9460cecf050 |
completed | Feb. 28, 2026, 1:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a40351d710819093a4a84e0263164c |
completed | March 1, 2026, 9:13 a.m. |
| NEDg | Description generation | batch_69a403dc6ad8819098835ab77b4b5183 |
completed | March 1, 2026, 9:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4043141fc8190bf5109b10a32c89a |
completed | March 1, 2026, 9:17 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.