Triple
T8432933
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marvel Cinematic Universe Phase Three |
E199158
|
entity |
| Predicate | notableVillainArc |
P39504
|
FINISHED |
| Object | Thanos |
E199162
|
NE FINISHED |
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: Thanos | Statement: [Marvel Cinematic Universe Phase Three, notableVillainArc, Thanos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thanos Context triple: [Marvel Cinematic Universe Phase Three, notableVillainArc, Thanos]
-
A.
Thanos
chosen
Thanos is a powerful cosmic warlord from Marvel Comics and the Marvel Cinematic Universe, obsessed with balancing the universe by wiping out half of all life using the Infinity Stones.
-
B.
Ronan the Accuser
Ronan the Accuser is a powerful Kree zealot and primary antagonist in the Marvel Cinematic Universe, best known for his role as the villain opposing the Guardians of the Galaxy.
-
C.
Ultron
Ultron is a powerful, self-aware artificial intelligence supervillain in the Marvel universe who seeks to eradicate humanity to achieve what he believes is global peace.
-
D.
Doctor Doom
Doctor Doom is a brilliant but tyrannical supervillain and arch-enemy of the Fantastic Four in Marvel Comics, known for his mastery of both advanced technology and sorcery.
-
E.
Loki
Loki is a trickster god in Norse mythology known for his shape-shifting, cunning, and role in both aiding and undermining the other gods.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableVillainArc Context triple: [Marvel Cinematic Universe Phase Three, notableVillainArc, Thanos]
-
A.
notableArc
Indicates a significant or defining narrative development, transformation, or storyline involving the related entities.
-
B.
notableStoryArc
chosen
Indicates that there exists a significant or prominent narrative storyline or plot development involving the subject.
-
C.
hasVillain
Indicates that one entity is the villain or primary antagonist associated with another entity.
-
D.
episodeVillainServed
Indicates that a villain appears in an episode in the role of a servant or subordinate to another character or force.
-
E.
notableAdversary
Indicates that one entity is recognized as a significant or prominent opponent or rival of another entity.
- F. None of above.
Provenance (4 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_69ca8313c99081909a5c6d83b91de5b3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe30fba4081908bfdef3faf5baceb |
completed | March 31, 2026, 3:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1d673ed48190abf765c203ed2a0f |
completed | April 2, 2026, 7:40 a.m. |
| PD | Predicate disambiguation | batch_69cbd0ec200c8190b0299e2b0b4bdcc2 |
completed | March 31, 2026, 1:49 p.m. |
Created at: March 30, 2026, 6:07 p.m.