Triple

T4924607
Position Surface form Disambiguated ID Type / Status
Subject Scott Walker E110546 entity
Predicate endorsedBy P18857 FINISHED
Object 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.
E480151 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 Prosperity | Statement: [Scott Walker, endorsedBy, Americans for Prosperity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Americans for Prosperity
Context triple: [Scott Walker, endorsedBy, Americans for Prosperity]
  • A. National Alliance
    National Alliance was a conservative Italian political party that emerged from the post-fascist right and played a major role in center-right coalitions in Italy during the 1990s and 2000s.
  • B. New Democrat Network
    New Democrat Network is a centrist Democratic political organization and advocacy group that promotes moderate, pro-growth, and reform-oriented policies within the U.S. Democratic Party.
  • C. Alliance for Prosperity
    The Alliance for Prosperity is a regional development and security initiative aimed at addressing the root causes of migration from the Northern Triangle of Central America through economic growth, institutional strengthening, and improved public safety.
  • D. Alaska PAC
    Alaska PAC is a major performing arts venue complex in downtown Anchorage, Alaska, hosting theater, music, dance, and other cultural events.
  • E. Democratic Leadership Council
    The Democratic Leadership Council was a centrist U.S. political organization within the Democratic Party that promoted moderate, pro-business "New Democrat" policies and helped shape the party’s direction in the late 20th century.
  • 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 Prosperity
Triple: [Scott Walker, endorsedBy, Americans for Prosperity]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Americans for Prosperity
Target entity description: 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.
  • A. National Alliance
    National Alliance was a conservative Italian political party that emerged from the post-fascist right and played a major role in center-right coalitions in Italy during the 1990s and 2000s.
  • B. New Democrat Network
    New Democrat Network is a centrist Democratic political organization and advocacy group that promotes moderate, pro-growth, and reform-oriented policies within the U.S. Democratic Party.
  • C. Alliance for Prosperity
    The Alliance for Prosperity is a regional development and security initiative aimed at addressing the root causes of migration from the Northern Triangle of Central America through economic growth, institutional strengthening, and improved public safety.
  • D. Alaska PAC
    Alaska PAC is a major performing arts venue complex in downtown Anchorage, Alaska, hosting theater, music, dance, and other cultural events.
  • E. Democratic Leadership Council
    The Democratic Leadership Council was a centrist U.S. political organization within the Democratic Party that promoted moderate, pro-business "New Democrat" policies and helped shape the party’s direction in the late 20th century.
  • 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_69bd4413f9908190afcff44d7929cc4c completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6ffeb86c8190a2fabe1ae1d54118 completed March 20, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69be77a6e1648190921487e3d81441b3 completed March 21, 2026, 10:49 a.m.
NEDg Description generation batch_69be78292a988190ba51886095629b9c completed March 21, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_69be7892b34c819095100b14a80d6fa4 completed March 21, 2026, 10:53 a.m.
Created at: March 20, 2026, 1:30 p.m.