Triple
T19453284
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atlas Shrugged: Part I |
E486669
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object | John Galt |
—
|
NE NERFINISHED |
How this triple was built (3 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: John Galt | Statement: [Atlas Shrugged: Part I, mainCharacter, John Galt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Galt Context triple: [Atlas Shrugged: Part I, mainCharacter, John Galt]
-
A.
John Galt
John Galt was a Scottish novelist, entrepreneur, and colonization official best known for founding the Canada Company and establishing several early Canadian settlements.
-
B.
Dagny Taggart
Dagny Taggart is the fiercely independent and brilliant railroad executive who serves as the central heroine of Ayn Rand's novel "Atlas Shrugged."
-
C.
Hank Rearden
Hank Rearden is a central industrialist character in Ayn Rand's novel "Atlas Shrugged," known for inventing a revolutionary metal alloy and embodying Rand's ideals of individualism and productive achievement.
-
D.
Randolph Galt
Randolph Galt was the husband of American actress Anne Baxter, known primarily for his marriage to the Academy Award–winning star.
-
E.
Galt
Galt is a historic community now forming part of the city of Cambridge, Ontario, known for its 19th-century architecture and scenic Grand River setting.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Galt Target entity description: John Galt is the enigmatic philosopher-inventor in Ayn Rand’s novel "Atlas Shrugged," symbolizing radical individualism and the mind’s role in human progress.
-
A.
John Galt
John Galt was a Scottish novelist, entrepreneur, and colonization official best known for founding the Canada Company and establishing several early Canadian settlements.
-
B.
Dagny Taggart
Dagny Taggart is the fiercely independent and brilliant railroad executive who serves as the central heroine of Ayn Rand's novel "Atlas Shrugged."
-
C.
Hank Rearden
Hank Rearden is a central industrialist character in Ayn Rand's novel "Atlas Shrugged," known for inventing a revolutionary metal alloy and embodying Rand's ideals of individualism and productive achievement.
-
D.
Randolph Galt
Randolph Galt was the husband of American actress Anne Baxter, known primarily for his marriage to the Academy Award–winning star.
-
E.
Galt
Galt is a historic community now forming part of the city of Cambridge, Ontario, known for its 19th-century architecture and scenic Grand River setting.
- F. None of above. chosen
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_69d8e8d86d608190bd199a98d0297f27 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6339407a08190a3e0213bfbb4df3d |
completed | April 20, 2026, 2:09 p.m. |
Created at: April 10, 2026, 1:38 p.m.