Triple
T10194745
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chris Bradley |
E238132
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Larry Hama
Larry Hama is an American comic book writer, artist, and editor best known for his influential work on Marvel's G.I. Joe series and contributions to Wolverine and other titles.
|
E847618
|
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: Larry Hama | Statement: [Chris Bradley, creator, Larry Hama]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Larry Hama Context triple: [Chris Bradley, creator, Larry Hama]
-
A.
Don McGregor
Don McGregor is an American comic book writer best known for his influential 1970s work at Marvel, particularly on Black Panther and Killraven, where he helped pioneer more mature, socially conscious storytelling in mainstream comics.
-
B.
John Ostrander
John Ostrander is an American comic book writer best known for his influential work at DC Comics, including redefining the Suicide Squad and its characters.
-
C.
Jerome Weidman
Jerome Weidman was an American novelist, short story writer, and playwright known for his sharp social observations and contributions to mid-20th-century American literature and theater.
-
D.
Jim Starlin
Jim Starlin is an American comic book writer and artist best known for his influential cosmic Marvel stories, including the creation of Thanos and major arcs featuring characters like Adam Warlock and Captain Marvel.
-
E.
Jonathan Hickman
Jonathan Hickman is an American comic book writer and designer best known for his ambitious, intricately plotted runs at Marvel Comics, including major events like Secret Wars and influential work on titles such as Fantastic Four, Avengers, and X-Men.
- 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: Larry Hama Triple: [Chris Bradley, creator, Larry Hama]
Generated description
Larry Hama is an American comic book writer, artist, and editor best known for his influential work on Marvel's G.I. Joe series and contributions to Wolverine and other titles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Larry Hama Target entity description: Larry Hama is an American comic book writer, artist, and editor best known for his influential work on Marvel's G.I. Joe series and contributions to Wolverine and other titles.
-
A.
Don McGregor
Don McGregor is an American comic book writer best known for his influential 1970s work at Marvel, particularly on Black Panther and Killraven, where he helped pioneer more mature, socially conscious storytelling in mainstream comics.
-
B.
John Ostrander
John Ostrander is an American comic book writer best known for his influential work at DC Comics, including redefining the Suicide Squad and its characters.
-
C.
Jerome Weidman
Jerome Weidman was an American novelist, short story writer, and playwright known for his sharp social observations and contributions to mid-20th-century American literature and theater.
-
D.
Jim Starlin
Jim Starlin is an American comic book writer and artist best known for his influential cosmic Marvel stories, including the creation of Thanos and major arcs featuring characters like Adam Warlock and Captain Marvel.
-
E.
Jonathan Hickman
Jonathan Hickman is an American comic book writer and designer best known for his ambitious, intricately plotted runs at Marvel Comics, including major events like Secret Wars and influential work on titles such as Fantastic Four, Avengers, and X-Men.
- 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_69ca84de1b208190bf17bb305b002605 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdedc7cc748190bceb8f657afcc054 |
completed | April 2, 2026, 4:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d317dbfb7c819087aafc7161b14707 |
completed | April 6, 2026, 2:18 a.m. |
| NEDg | Description generation | batch_69d319670c6c8190b77257340ec8e6d4 |
completed | April 6, 2026, 2:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d31d371e948190ac6d31daad2afbdf |
completed | April 6, 2026, 2:40 a.m. |
Created at: March 30, 2026, 9:13 p.m.