Triple
T7555215
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | "It's the economy, stupid" |
E178644
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object | James Carville |
E673052
|
NE FINISHED |
How this triple was built (2 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: James Carville | Statement: ["It's the economy, stupid", creator, James Carville]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Carville Context triple: ["It's the economy, stupid", creator, James Carville]
-
A.
James Carville
chosen
James Carville is an American political strategist and commentator best known for masterminding Bill Clinton’s 1992 presidential campaign and popularizing its sharp, message-driven style.
-
B.
Slim Gaillard
Slim Gaillard was an American jazz singer, guitarist, pianist, and songwriter known for his humorous performances, scat singing, and inventive "Vout-o-Reenee" hipster slang in the 1930s and 1940s.
-
C.
William Knox Schroeder
William Knox Schroeder was a 19-year-old Kent State University student who was fatally shot by the Ohio National Guard during the Kent State shootings on May 4, 1970.
-
D.
Richard Jenrette
Richard Jenrette was an American financier and co-founder of the influential Wall Street investment bank Donaldson, Lufkin & Jenrette, known for pioneering research-driven equity analysis.
-
E.
Mark Shriver
Mark Shriver is an American politician, author, and advocate for social justice, known for his work with Save the Children and as a member of the prominent Kennedy family.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c69f2da22c8190a50942ac20af70e8 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f8d82dd481908351876edc70c4ec |
completed | March 27, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c86151a5a48190a6a53baa54f19293 |
completed | March 28, 2026, 11:16 p.m. |
Created at: March 27, 2026, 3:49 p.m.