Triple
T16073628
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Richard Perle |
E389927
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
David Frum
David Frum is a Canadian-American political commentator and former George W. Bush speechwriter best known for coining the phrase "axis of evil" and for his conservative yet often Trump-critical analysis.
|
E1192494
|
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: David Frum | Statement: [Richard Perle, coAuthor, David Frum]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Frum Context triple: [Richard Perle, coAuthor, David Frum]
-
A.
George F. Will
George F. Will is a prominent American conservative political commentator, columnist, and author known for his erudite writing and long-running syndicated columns on U.S. politics and public affairs.
-
B.
Christopher Caldwell
Christopher Caldwell is an American journalist and author known for his commentary on politics, culture, and European affairs.
-
C.
Peter Beinart
Peter Beinart is an American political commentator, journalist, and professor known for his writings on U.S. foreign policy, liberalism, and Middle East politics.
-
D.
Adam Boulton
Adam Boulton is a British political journalist and broadcaster best known for his long tenure as Sky News’ political editor and presenter.
-
E.
David Brock
David Brock is an American political operative and media figure known for his transformation from conservative journalist to prominent liberal activist and founder of the media watchdog group Media Matters for America.
- 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: David Frum Triple: [Richard Perle, coAuthor, David Frum]
Generated description
David Frum is a Canadian-American political commentator and former George W. Bush speechwriter best known for coining the phrase "axis of evil" and for his conservative yet often Trump-critical analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Frum Target entity description: David Frum is a Canadian-American political commentator and former George W. Bush speechwriter best known for coining the phrase "axis of evil" and for his conservative yet often Trump-critical analysis.
-
A.
George F. Will
George F. Will is a prominent American conservative political commentator, columnist, and author known for his erudite writing and long-running syndicated columns on U.S. politics and public affairs.
-
B.
Christopher Caldwell
Christopher Caldwell is an American journalist and author known for his commentary on politics, culture, and European affairs.
-
C.
Peter Beinart
Peter Beinart is an American political commentator, journalist, and professor known for his writings on U.S. foreign policy, liberalism, and Middle East politics.
-
D.
Adam Boulton
Adam Boulton is a British political journalist and broadcaster best known for his long tenure as Sky News’ political editor and presenter.
-
E.
David Brock
David Brock is an American political operative and media figure known for his transformation from conservative journalist to prominent liberal activist and founder of the media watchdog group Media Matters for America.
- 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_69d86daf32ec8190a8c0466c8f49c3c0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e183c0390c8190b0da263cccec14e5 |
completed | April 17, 2026, 12:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffe484cef08190a3797c91a7025081 |
completed | May 10, 2026, 1:51 a.m. |
| NEDg | Description generation | batch_69ffe67043588190864864d40956682b |
completed | May 10, 2026, 1:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffe6f510cc8190b6b8c46c0356d36a |
completed | May 10, 2026, 2:01 a.m. |
Created at: April 10, 2026, 4:57 a.m.