Triple
T9606995
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Steve Forbes |
E231995
|
entity |
| Predicate | boardMemberOf |
P10
|
FINISHED |
| Object |
FreedomWorks
FreedomWorks is a conservative and libertarian advocacy organization in the United States known for promoting limited government, lower taxes, and free-market policies.
|
E809936
|
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: FreedomWorks | Statement: [Steve Forbes, boardMemberOf, FreedomWorks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FreedomWorks Context triple: [Steve Forbes, boardMemberOf, FreedomWorks]
-
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.
Freedom Caucus
The Freedom Caucus is a bloc of hardline conservative Republican members of the U.S. House of Representatives known for pushing limited government, reduced spending, and confrontational tactics within their party.
-
C.
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.
-
D.
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.
-
E.
Keep America Great
Keep America Great is a political campaign slogan used by Donald Trump to promote the continuation of his policies and perceived successes during his presidency.
- 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: FreedomWorks Triple: [Steve Forbes, boardMemberOf, FreedomWorks]
Generated description
FreedomWorks is a conservative and libertarian advocacy organization in the United States known for promoting limited government, lower taxes, and free-market policies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FreedomWorks Target entity description: FreedomWorks is a conservative and libertarian advocacy organization in the United States known for promoting limited government, lower taxes, and free-market policies.
-
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.
Freedom Caucus
The Freedom Caucus is a bloc of hardline conservative Republican members of the U.S. House of Representatives known for pushing limited government, reduced spending, and confrontational tactics within their party.
-
C.
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.
-
D.
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.
-
E.
Keep America Great
Keep America Great is a political campaign slogan used by Donald Trump to promote the continuation of his policies and perceived successes during his presidency.
- 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_69ca8485a90c819094fe40b42fde9d70 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9a62372881908bf21be91e7285fb |
completed | April 1, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d17942504481908e7147a0f56bdf96 |
completed | April 4, 2026, 8:49 p.m. |
| NEDg | Description generation | batch_69d17a27596081909c6a2ec486480ce1 |
completed | April 4, 2026, 8:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d17af1d1b48190b6f8350edfa4f5ef |
completed | April 4, 2026, 8:56 p.m. |
Created at: March 30, 2026, 8:08 p.m.