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.