Triple

T17500971
Position Surface form Disambiguated ID Type / Status
Subject Grover Norquist E426184 entity
Predicate founderOf P104 FINISHED
Object Americans for Tax Reform
Americans for Tax Reform is a conservative U.S. advocacy group best known for promoting low-tax policies and its influential “Taxpayer Protection Pledge” for elected officials.
E1272560 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: Americans for Tax Reform | Statement: [Grover Norquist, founderOf, Americans for Tax Reform]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Americans for Tax Reform
Context triple: [Grover Norquist, founderOf, Americans for Tax Reform]
  • A. Americans for Prosperity
    Americans for Prosperity is a conservative political advocacy group in the United States, backed by the Koch network, that promotes limited government, lower taxes, and free-market policies.
  • B. Heritage Foundation
    The Heritage Foundation is a prominent conservative think tank in the United States known for shaping Republican policy agendas and influencing public debate on issues such as limited government, free markets, and national defense.
  • C. REFORM Alliance
    REFORM Alliance is a criminal justice reform organization focused on transforming probation and parole laws in the United States, co-founded by rapper Meek Mill and other high-profile leaders.
  • D. Tea Party Patriots
    Tea Party Patriots is a conservative American political organization aligned with the Tea Party movement, known for advocating limited government, lower taxes, and fiscal responsibility.
  • E. Federation for American Immigration Reform
    The Federation for American Immigration Reform is a U.S.-based advocacy organization that promotes restrictive immigration policies and reduced immigration levels.
  • 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: Americans for Tax Reform
Triple: [Grover Norquist, founderOf, Americans for Tax Reform]
Generated description
Americans for Tax Reform is a conservative U.S. advocacy group best known for promoting low-tax policies and its influential “Taxpayer Protection Pledge” for elected officials.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Americans for Tax Reform
Target entity description: Americans for Tax Reform is a conservative U.S. advocacy group best known for promoting low-tax policies and its influential “Taxpayer Protection Pledge” for elected officials.
  • A. Americans for Prosperity
    Americans for Prosperity is a conservative political advocacy group in the United States, backed by the Koch network, that promotes limited government, lower taxes, and free-market policies.
  • B. Heritage Foundation
    The Heritage Foundation is a prominent conservative think tank in the United States known for shaping Republican policy agendas and influencing public debate on issues such as limited government, free markets, and national defense.
  • C. REFORM Alliance
    REFORM Alliance is a criminal justice reform organization focused on transforming probation and parole laws in the United States, co-founded by rapper Meek Mill and other high-profile leaders.
  • D. Tea Party Patriots
    Tea Party Patriots is a conservative American political organization aligned with the Tea Party movement, known for advocating limited government, lower taxes, and fiscal responsibility.
  • E. Federation for American Immigration Reform
    The Federation for American Immigration Reform is a U.S.-based advocacy organization that promotes restrictive immigration policies and reduced immigration levels.
  • 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_69d889dd9164819087b1dc3c9240c870 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e45212140c8190a2987ffabbacce22 completed April 19, 2026, 3:54 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c2087ff48190a47d2ef191857d57 completed May 11, 2026, 11:48 a.m.
NEDg Description generation batch_6a01c36b06dc81909f52cbe1c57eb128 completed May 11, 2026, 11:54 a.m.
NED2 Entity disambiguation (via description) batch_6a01c41859008190b786bdc2c09f24d1 completed May 11, 2026, 11:57 a.m.
Created at: April 10, 2026, 5:48 a.m.