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.