Triple
T18527708
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thunderbolt Ross |
E452760
|
entity |
| Predicate | category |
P87
|
FINISHED |
| Object | Marvel Comics supervillains |
—
|
NE NERFINISHED |
How this triple was built (3 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: Marvel Comics supervillains | Statement: [Thunderbolt Ross, category, Marvel Comics supervillains]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marvel Comics supervillains Context triple: [Thunderbolt Ross, category, Marvel Comics supervillains]
-
A.
DC Comics supervillains
DC Comics supervillains are antagonistic characters in DC's comic book universe who oppose superheroes like Superman, Batman, and the Justice League, often possessing extraordinary powers, resources, or intellect.
-
B.
Marvel Comics
Marvel Comics is a major American comic book publisher best known for creating the Marvel Universe, home to iconic superheroes such as Spider-Man, Iron Man, the X-Men, and Captain America.
-
C.
Superman villains
Superman villains are the antagonists in DC Comics who oppose Superman, often exploiting his weaknesses and threatening Metropolis and the wider DC Universe.
-
D.
Superhero (Heroes & Villains)
Superhero (Heroes & Villains) is a character archetype from the "Heroes & Villains" setting, embodying extraordinary abilities and a strong moral drive to protect others and combat evil.
-
E.
Marvel Comics superhero teams
Marvel Comics superhero teams are groups of costumed heroes from the Marvel Universe who join forces to battle powerful threats and protect the world (and often the cosmos) from supervillains and other dangers.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marvel Comics supervillains Target entity description: Marvel Comics supervillains are antagonistic characters in Marvel’s fictional universe who oppose its superheroes through criminal, cosmic, or otherwise villainous actions.
-
A.
DC Comics supervillains
DC Comics supervillains are antagonistic characters in DC's comic book universe who oppose superheroes like Superman, Batman, and the Justice League, often possessing extraordinary powers, resources, or intellect.
-
B.
Marvel Comics
Marvel Comics is a major American comic book publisher best known for creating the Marvel Universe, home to iconic superheroes such as Spider-Man, Iron Man, the X-Men, and Captain America.
-
C.
Superman villains
Superman villains are the antagonists in DC Comics who oppose Superman, often exploiting his weaknesses and threatening Metropolis and the wider DC Universe.
-
D.
Superhero (Heroes & Villains)
Superhero (Heroes & Villains) is a character archetype from the "Heroes & Villains" setting, embodying extraordinary abilities and a strong moral drive to protect others and combat evil.
-
E.
Marvel Comics superhero teams
Marvel Comics superhero teams are groups of costumed heroes from the Marvel Universe who join forces to battle powerful threats and protect the world (and often the cosmos) from supervillains and other dangers.
- F. None of above. chosen
Provenance (2 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_69d8d387b5548190aa030dad2cb4947e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e533f9bd1081909743b24e290b7dfe |
completed | April 19, 2026, 7:58 p.m. |
Created at: April 10, 2026, 11:37 a.m.