Triple
T4280749
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grover |
E97141
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Grover Norquist
Grover Norquist is an American conservative activist and founder of Americans for Tax Reform, best known for promoting the Taxpayer Protection Pledge to oppose tax increases.
|
E426184
|
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: Grover Norquist | Statement: [Grover, hasNotableBearer, Grover Norquist]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grover Norquist Context triple: [Grover, hasNotableBearer, Grover Norquist]
-
A.
Charles Koch
Charles Koch is an American billionaire industrialist and political donor, best known as the longtime leader of Koch Industries and a major funder of conservative and libertarian causes.
-
B.
Alan Keyes
Alan Keyes is a conservative American political activist, former diplomat, and frequent Republican presidential candidate known for his outspoken views on social and moral issues.
-
C.
Arnold Gingrich
Arnold Gingrich was an American magazine editor best known as a co-founder and longtime editor of the influential men's magazine Esquire.
-
D.
Don Roberts
Don Roberts is a software engineer and author known for his contributions to object-oriented design and refactoring, including work on the influential book "Refactoring: Improving the Design of Existing Code."
-
E.
Robert Klein
Robert Klein is an American stand-up comedian and actor known for his influential role in modern observational comedy and numerous appearances on television and Broadway.
- 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: Grover Norquist Triple: [Grover, hasNotableBearer, Grover Norquist]
Generated description
Grover Norquist is an American conservative activist and founder of Americans for Tax Reform, best known for promoting the Taxpayer Protection Pledge to oppose tax increases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grover Norquist Target entity description: Grover Norquist is an American conservative activist and founder of Americans for Tax Reform, best known for promoting the Taxpayer Protection Pledge to oppose tax increases.
-
A.
Charles Koch
Charles Koch is an American billionaire industrialist and political donor, best known as the longtime leader of Koch Industries and a major funder of conservative and libertarian causes.
-
B.
Alan Keyes
Alan Keyes is a conservative American political activist, former diplomat, and frequent Republican presidential candidate known for his outspoken views on social and moral issues.
-
C.
Arnold Gingrich
Arnold Gingrich was an American magazine editor best known as a co-founder and longtime editor of the influential men's magazine Esquire.
-
D.
Don Roberts
Don Roberts is a software engineer and author known for his contributions to object-oriented design and refactoring, including work on the influential book "Refactoring: Improving the Design of Existing Code."
-
E.
Robert Klein
Robert Klein is an American stand-up comedian and actor known for his influential role in modern observational comedy and numerous appearances on television and Broadway.
- 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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35037b654819087abbb5ea231eefd |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7bb0168819082a49347fdfe0997 |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5b88fc3c08190acc376d3c3ccd147 |
completed | March 14, 2026, 7:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b8eada308190809db5c4ff7eeac6 |
completed | March 14, 2026, 7:37 p.m. |
Created at: March 12, 2026, 11:07 p.m.