Triple
T19453281
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atlas Shrugged: Part I |
E486669
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object | Dagny Taggart |
—
|
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: Dagny Taggart | Statement: [Atlas Shrugged: Part I, mainCharacter, Dagny Taggart]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dagny Taggart Context triple: [Atlas Shrugged: Part I, mainCharacter, Dagny Taggart]
-
A.
Dagny
Dagny is a Norwegian pop singer-songwriter known for her catchy, emotionally charged songs and vibrant presence in contemporary pop music.
-
B.
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.
-
C.
Dagny Johnson
Dagny Johnson was a prominent environmental activist known for her efforts to protect the natural habitats of the Florida Keys.
-
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.
Dagny Haraldsen
Dagny Haraldsen was the mother of Queen Sonja of Norway and thus a member of the Norwegian royal family’s close relatives.
- 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: Dagny Taggart Target entity description: Dagny Taggart is the fiercely independent and brilliant railroad executive who serves as the central heroine of Ayn Rand's novel "Atlas Shrugged."
-
A.
Dagny
Dagny is a Norwegian pop singer-songwriter known for her catchy, emotionally charged songs and vibrant presence in contemporary pop music.
-
B.
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.
-
C.
Dagny Johnson
Dagny Johnson was a prominent environmental activist known for her efforts to protect the natural habitats of the Florida Keys.
-
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.
Dagny Haraldsen
Dagny Haraldsen was the mother of Queen Sonja of Norway and thus a member of the Norwegian royal family’s close relatives.
- 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.