Triple
T22170213
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Barack Obama |
E547899
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | The Audacity of Hope |
—
|
NE NERFINISHED |
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: The Audacity of Hope | Statement: [Barack Obama, notableWork, The Audacity of Hope]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Audacity of Hope Context triple: [Barack Obama, notableWork, The Audacity of Hope]
-
A.
The Audacity of Hope
chosen
The Audacity of Hope is a political memoir and reflection on American values and public life by Barack Obama, written before his presidency and outlining his vision for the country.
-
B.
A More Perfect Union
A More Perfect Union is Barack Obama’s landmark 2008 campaign speech addressing race, inequality, and American identity in response to controversy over his former pastor.
-
C.
The Promise of American Life
The Promise of American Life is a 1909 political treatise by Herbert Croly that helped define early 20th-century American progressivism by advocating a strong federal government to promote social welfare and democratic opportunity.
-
D.
The Politics of Hope
The Politics of Hope is a collection of essays by historian Arthur Schlesinger Jr. that champions liberal democracy and reformist politics in mid-20th-century America.
-
E.
The Discovery of What It Means to Be an American
"The Discovery of What It Means to Be an American" is an essay by James Baldwin that reflects on national identity, race, and belonging, particularly through his experiences living abroad.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e3c4c5c81908d336165816b12e0 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12a67f4dc81909cc5f8d2c1fe6129 |
completed | April 28, 2026, 9:45 p.m. |
Created at: April 16, 2026, 8:34 p.m.