Triple
T2547706
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Invaders |
E57943
|
entity |
| Predicate | createdBy |
P806
|
FINISHED |
| Object |
Roy Thomas
Roy Thomas is an American comic book writer and editor best known for succeeding Stan Lee at Marvel Comics and co-creating numerous characters and teams, including the World War II superhero group the Invaders.
|
E277331
|
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: Roy Thomas | Statement: [Invaders, createdBy, Roy Thomas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roy Thomas Context triple: [Invaders, createdBy, Roy Thomas]
-
A.
Neal Adams
Neal Adams was a highly influential American comic book artist renowned for revitalizing characters like Batman and Green Lantern/Green Arrow with a dynamic, realistic style.
-
B.
Gerry Conway (comics writer)
Gerry Conway is an American comic book writer best known for his influential work at Marvel and DC Comics, including co-creating The Punisher and scripting the death of Gwen Stacy in Spider-Man.
-
C.
Jack Kirby
Jack Kirby was a pioneering American comic book artist, writer, and co-creator of many iconic Marvel superheroes, renowned for his dynamic visual style and profound influence on the medium.
-
D.
Joe Gilliam
Joe Gilliam was an American football quarterback best known for breaking racial barriers as one of the first Black starting quarterbacks in the NFL with the Pittsburgh Steelers in the 1970s.
-
E.
Stan Lee
Stan Lee was an iconic American comic book writer, editor, and publisher who co-created many of Marvel Comics’ most famous superheroes and helped transform the company into a cultural powerhouse.
- 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: Roy Thomas Triple: [Invaders, createdBy, Roy Thomas]
Generated description
Roy Thomas is an American comic book writer and editor best known for succeeding Stan Lee at Marvel Comics and co-creating numerous characters and teams, including the World War II superhero group the Invaders.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roy Thomas Target entity description: Roy Thomas is an American comic book writer and editor best known for succeeding Stan Lee at Marvel Comics and co-creating numerous characters and teams, including the World War II superhero group the Invaders.
-
A.
Neal Adams
Neal Adams was a highly influential American comic book artist renowned for revitalizing characters like Batman and Green Lantern/Green Arrow with a dynamic, realistic style.
-
B.
Gerry Conway (comics writer)
Gerry Conway is an American comic book writer best known for his influential work at Marvel and DC Comics, including co-creating The Punisher and scripting the death of Gwen Stacy in Spider-Man.
-
C.
Jack Kirby
Jack Kirby was a pioneering American comic book artist, writer, and co-creator of many iconic Marvel superheroes, renowned for his dynamic visual style and profound influence on the medium.
-
D.
Joe Gilliam
Joe Gilliam was an American football quarterback best known for breaking racial barriers as one of the first Black starting quarterbacks in the NFL with the Pittsburgh Steelers in the 1970s.
-
E.
Stan Lee
Stan Lee was an iconic American comic book writer, editor, and publisher who co-created many of Marvel Comics’ most famous superheroes and helped transform the company into a cultural powerhouse.
- 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_69ab4a5212d88190b989ce129f2ad87f |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd2e672948190bb7fe9b47535a172 |
completed | March 7, 2026, 7:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af5d0e6e188190be190965cc02838e |
completed | March 9, 2026, 11:51 p.m. |
| NEDg | Description generation | batch_69af5d9dcf608190b580beb10619ab86 |
completed | March 9, 2026, 11:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af5e781360819080b4b96942beb17d |
completed | March 9, 2026, 11:57 p.m. |
Created at: March 6, 2026, 9:47 p.m.