Triple
T19453270
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atlas Shrugged: Part I |
E486669
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | Brian Patrick O’Toole |
—
|
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: Brian Patrick O’Toole | Statement: [Atlas Shrugged: Part I, screenwriter, Brian Patrick O’Toole]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brian Patrick O’Toole Context triple: [Atlas Shrugged: Part I, screenwriter, Brian Patrick O’Toole]
-
A.
Paul O'Toole
Paul O'Toole is an individual notable for bearing the surname O'Toole, though specific widely recognized achievements or roles associated with him are not clearly established.
-
B.
Peter O’Neill
Peter O’Neill is a Papua New Guinean politician who served as Prime Minister of Papua New Guinea from 2011 to 2019.
-
C.
Richard O'Toole
Richard O'Toole is a notable individual who prominently bears the surname O'Toole.
-
D.
Peter O'Brien
Peter O'Brien is an Australian actor known for his work in television and film, and for being married to fellow Australian actor Miranda Otto.
-
E.
Gary O'Toole
Gary O'Toole is an English drummer and educator best known for his work with guitarist Steve Hackett and his contributions to progressive rock music.
- 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: Brian Patrick O’Toole Target entity description: Brian Patrick O’Toole is an American screenwriter and film producer known for his work on genre films and the adaptation of Ayn Rand’s novel in "Atlas Shrugged: Part I."
-
A.
Paul O'Toole
Paul O'Toole is an individual notable for bearing the surname O'Toole, though specific widely recognized achievements or roles associated with him are not clearly established.
-
B.
Peter O’Neill
Peter O’Neill is a Papua New Guinean politician who served as Prime Minister of Papua New Guinea from 2011 to 2019.
-
C.
Richard O'Toole
Richard O'Toole is a notable individual who prominently bears the surname O'Toole.
-
D.
Peter O'Brien
Peter O'Brien is an Australian actor known for his work in television and film, and for being married to fellow Australian actor Miranda Otto.
-
E.
Gary O'Toole
Gary O'Toole is an English drummer and educator best known for his work with guitarist Steve Hackett and his contributions to progressive rock music.
- 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.