Triple
T15835693
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brian Deese |
E383977
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
Larry Kudlow
Larry Kudlow is an American financial analyst, television commentator, and former Director of the National Economic Council under President Donald Trump.
|
E1180485
|
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: Larry Kudlow | Statement: [Brian Deese, precededBy, Larry Kudlow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Larry Kudlow Context triple: [Brian Deese, precededBy, Larry Kudlow]
-
A.
Gary Cohn
Gary Cohn is an American investment banker and former president of Goldman Sachs who served as Director of the National Economic Council under President Donald Trump.
-
B.
Peter Navarro
Peter Navarro is an American economist and former White House trade adviser known for his hardline views on China and key role in shaping the Trump administration’s trade and economic policies.
-
C.
Michael Hicks
Michael Hicks is a game designer best known for creating the video game "Cyclone."
-
D.
Gene Sperling
Gene Sperling is an American economist and policy advisor who served as Director of the National Economic Council under Presidents Bill Clinton and Barack Obama.
-
E.
Austan Goolsbee
Austan Goolsbee is an American economist and former chair of the Council of Economic Advisers who has been a prominent advisor on U.S. economic policy, particularly during the Obama administration.
- 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: Larry Kudlow Triple: [Brian Deese, precededBy, Larry Kudlow]
Generated description
Larry Kudlow is an American financial analyst, television commentator, and former Director of the National Economic Council under President Donald Trump.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Larry Kudlow Target entity description: Larry Kudlow is an American financial analyst, television commentator, and former Director of the National Economic Council under President Donald Trump.
-
A.
Gary Cohn
Gary Cohn is an American investment banker and former president of Goldman Sachs who served as Director of the National Economic Council under President Donald Trump.
-
B.
Peter Navarro
Peter Navarro is an American economist and former White House trade adviser known for his hardline views on China and key role in shaping the Trump administration’s trade and economic policies.
-
C.
Michael Hicks
Michael Hicks is a game designer best known for creating the video game "Cyclone."
-
D.
Gene Sperling
Gene Sperling is an American economist and policy advisor who served as Director of the National Economic Council under Presidents Bill Clinton and Barack Obama.
-
E.
Austan Goolsbee
Austan Goolsbee is an American economist and former chair of the Council of Economic Advisers who has been a prominent advisor on U.S. economic policy, particularly during the Obama administration.
- 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_69d86da34c888190976e06c4019d415a |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e142e0e1cc8190851b30b03cf9c9b8 |
completed | April 16, 2026, 8:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa137be2c81909c8f04b5cc1a5b21 |
completed | May 9, 2026, 9:03 p.m. |
| NEDg | Description generation | batch_69ffa527af048190b1f87d85e50bf254 |
completed | May 9, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffa5df00e481909e203e78940395ed |
completed | May 9, 2026, 9:23 p.m. |
Created at: April 10, 2026, 4:49 a.m.