Triple
T11122729
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thunderbolts |
E263057
|
entity |
| Predicate | creators |
P7732
|
FINISHED |
| Object |
Mark Bagley
Mark Bagley is an American comic book artist best known for his long runs on Marvel titles such as The Amazing Spider-Man and Ultimate Spider-Man.
|
E906121
|
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: Mark Bagley | Statement: [Thunderbolts, creators, Mark Bagley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mark Bagley Context triple: [Thunderbolts, creators, Mark Bagley]
-
A.
Tim Bagley
Tim Bagley is an American character actor and comedian known for his numerous supporting roles in film and television, including appearances in popular comedies throughout the 1990s and 2000s.
-
B.
Dennis Burkley
Dennis Burkley was an American character actor known for his burly appearance and roles in numerous film and television productions from the 1970s through the early 2000s.
-
C.
Grant Bardsley
Grant Bardsley is a British voice actor best known for voicing the protagonist Taran in Disney’s animated film "The Black Cauldron."
-
D.
Kevin Hageman
Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
-
E.
Chris Bilkey
Chris Bilkey is an Australian local government politician who serves as the mayor of the Murray River Council in New South Wales.
- 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: Mark Bagley Triple: [Thunderbolts, creators, Mark Bagley]
Generated description
Mark Bagley is an American comic book artist best known for his long runs on Marvel titles such as The Amazing Spider-Man and Ultimate Spider-Man.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mark Bagley Target entity description: Mark Bagley is an American comic book artist best known for his long runs on Marvel titles such as The Amazing Spider-Man and Ultimate Spider-Man.
-
A.
Tim Bagley
Tim Bagley is an American character actor and comedian known for his numerous supporting roles in film and television, including appearances in popular comedies throughout the 1990s and 2000s.
-
B.
Dennis Burkley
Dennis Burkley was an American character actor known for his burly appearance and roles in numerous film and television productions from the 1970s through the early 2000s.
-
C.
Grant Bardsley
Grant Bardsley is a British voice actor best known for voicing the protagonist Taran in Disney’s animated film "The Black Cauldron."
-
D.
Kevin Hageman
Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
-
E.
Chris Bilkey
Chris Bilkey is an Australian local government politician who serves as the mayor of the Murray River Council in New South Wales.
- 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_69d6aa9b46cc8190b19f9f0cc45bf322 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d79afa0ab88190ab6d61df8cf485ec |
completed | April 9, 2026, 12:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e42d8643748190a7801fc401dd2b5a |
completed | April 19, 2026, 1:19 a.m. |
| NEDg | Description generation | batch_69e42f3eaa0c819095e5af20b910d979 |
completed | April 19, 2026, 1:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e43771eaec8190be9bb709723931e0 |
completed | April 19, 2026, 2:01 a.m. |
Created at: April 8, 2026, 9:28 p.m.