Triple
T18031945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | O’Toole |
E431412
|
entity |
| Predicate | notableBearer |
P458
|
FINISHED |
| Object |
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.
|
E1349695
|
NE FINISHED |
How this triple was built (4 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: Paul O'Toole | Statement: [O’Toole, notableBearer, Paul O'Toole]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul O'Toole Context triple: [O’Toole, notableBearer, Paul O'Toole]
-
A.
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.
-
B.
Charles Dougherty
Charles Dougherty was a prominent 19th-century Georgia jurist and political figure for whom Dougherty County was named.
-
C.
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.
-
D.
Stephen O’Neil
Stephen O’Neil is a musician best known as a member of the Australian indie pop band The Cannanes.
-
E.
Carl Gallagher
Carl Gallagher is a troublemaking yet surprisingly resourceful youngest son of the Gallagher family in the U.S. version of the dramedy series "Shameless."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Paul O'Toole Triple: [O’Toole, notableBearer, Paul O'Toole]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul O'Toole Target entity description: 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.
-
A.
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.
-
B.
Charles Dougherty
Charles Dougherty was a prominent 19th-century Georgia jurist and political figure for whom Dougherty County was named.
-
C.
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.
-
D.
Stephen O’Neil
Stephen O’Neil is a musician best known as a member of the Australian indie pop band The Cannanes.
-
E.
Carl Gallagher
Carl Gallagher is a troublemaking yet surprisingly resourceful youngest son of the Gallagher family in the U.S. version of the dramedy series "Shameless."
- F. None of above. chosen
Provenance (5 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_69d8b9050fb48190890155145deb0a66 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4be36724c8190aeae7444365a0851 |
completed | April 19, 2026, 11:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0590f7ebf88190a2f54fe547631174 |
completed | May 14, 2026, 9:08 a.m. |
| NEDg | Description generation | batch_6a0594daef208190b6a972c0cc6c8b1b |
completed | May 14, 2026, 9:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0595485b64819081169766ad8971a6 |
completed | May 14, 2026, 9:26 a.m. |
Created at: April 10, 2026, 10:25 a.m.