Triple
T5276905
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Storm |
E119392
|
entity |
| Predicate | creators |
P7732
|
FINISHED |
| Object |
Len Wein
Len Wein was an American comic book writer and editor best known for co-creating iconic characters such as Wolverine and Swamp Thing and for his influential work at both Marvel and DC Comics.
|
E508685
|
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: Len Wein | Statement: [Storm, creators, Len Wein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Len Wein Context triple: [Storm, creators, Len Wein]
-
A.
Marv Wolfman
Marv Wolfman is an American comic book writer best known for his influential work at DC Comics, including co-creating the New Teen Titans and characters such as Cyborg and Deathstroke.
-
B.
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.
-
C.
Denny O'Neil
Denny O'Neil was an influential American comic book writer and editor best known for revitalizing Batman and pioneering socially conscious storytelling at DC and Marvel Comics.
-
D.
Brian Azzarello
Brian Azzarello is an American comic book writer best known for his gritty, noir-influenced work on series such as 100 Bullets and numerous titles for DC and its Vertigo imprint.
-
E.
Gardner Fox
Gardner Fox was a prolific American comic book writer best known for co-creating numerous DC Comics superheroes, including the Flash, Hawkman, and the Justice Society of America.
- 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: Len Wein Triple: [Storm, creators, Len Wein]
Generated description
Len Wein was an American comic book writer and editor best known for co-creating iconic characters such as Wolverine and Swamp Thing and for his influential work at both Marvel and DC Comics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Len Wein Target entity description: Len Wein was an American comic book writer and editor best known for co-creating iconic characters such as Wolverine and Swamp Thing and for his influential work at both Marvel and DC Comics.
-
A.
Marv Wolfman
Marv Wolfman is an American comic book writer best known for his influential work at DC Comics, including co-creating the New Teen Titans and characters such as Cyborg and Deathstroke.
-
B.
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.
-
C.
Denny O'Neil
Denny O'Neil was an influential American comic book writer and editor best known for revitalizing Batman and pioneering socially conscious storytelling at DC and Marvel Comics.
-
D.
Brian Azzarello
Brian Azzarello is an American comic book writer best known for his gritty, noir-influenced work on series such as 100 Bullets and numerous titles for DC and its Vertigo imprint.
-
E.
Gardner Fox
Gardner Fox was a prolific American comic book writer best known for co-creating numerous DC Comics superheroes, including the Flash, Hawkman, and the Justice Society of America.
- 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_69bd446d05a8819092ad333a3f9c8d5c |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd8472bee08190a42d8f4714965d95 |
completed | March 20, 2026, 5:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf06d611a88190b1afc9161620223b |
completed | March 21, 2026, 9 p.m. |
| NEDg | Description generation | batch_69bf095993c88190b75927b61eef15dc |
completed | March 21, 2026, 9:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf09c3f7048190bb8724fc64d35696 |
completed | March 21, 2026, 9:12 p.m. |
Created at: March 20, 2026, 1:51 p.m.