Triple
T1782016
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thor: Ragnarok |
E39309
|
entity |
| Predicate | characterPortrayed |
P1507
|
FINISHED |
| Object |
Mark Ruffalo as Bruce Banner / Hulk
Mark Ruffalo as Bruce Banner / Hulk is the Marvel Cinematic Universe’s portrayal of the brilliant scientist whose exposure to gamma radiation transforms him into the powerful green superhero known as the Hulk.
|
E199980
|
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: Mark Ruffalo as Bruce Banner / Hulk | Statement: [Thor: Ragnarok, characterPortrayed, Mark Ruffalo as Bruce Banner / Hulk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mark Ruffalo as Bruce Banner / Hulk Context triple: [Thor: Ragnarok, characterPortrayed, Mark Ruffalo as Bruce Banner / Hulk]
-
A.
The Incredible Hulk
The Incredible Hulk is a Marvel Comics superhero who transforms from scientist Bruce Banner into a gigantic, super-strong green monster when enraged.
-
B.
Hulk (2003 film)
Hulk (2003 film) is a 2003 superhero movie directed by Ang Lee that presents a psychologically driven, visually stylized origin story of Marvel Comics' Bruce Banner/The Hulk.
-
C.
Nick Fury
Nick Fury is the one-eyed, trench-coat-wearing spymaster and director of S.H.I.E.L.D. who orchestrates and oversees the Avengers in the Marvel universe.
-
D.
Philip Holland
Philip Holland was an 18th-century English Presbyterian minister and educator known for his influential teaching and theological work associated with Warrington Academy.
-
E.
Marvel Comics character Hulk
The Marvel Comics character Hulk is a superhero alter ego of scientist Bruce Banner, known for transforming into a massive green-skinned being with immense strength and rage.
- 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: Mark Ruffalo as Bruce Banner / Hulk Triple: [Thor: Ragnarok, characterPortrayed, Mark Ruffalo as Bruce Banner / Hulk]
Generated description
Mark Ruffalo as Bruce Banner / Hulk is the Marvel Cinematic Universe’s portrayal of the brilliant scientist whose exposure to gamma radiation transforms him into the powerful green superhero known as the Hulk.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mark Ruffalo as Bruce Banner / Hulk Target entity description: Mark Ruffalo as Bruce Banner / Hulk is the Marvel Cinematic Universe’s portrayal of the brilliant scientist whose exposure to gamma radiation transforms him into the powerful green superhero known as the Hulk.
-
A.
The Incredible Hulk
The Incredible Hulk is a Marvel Comics superhero who transforms from scientist Bruce Banner into a gigantic, super-strong green monster when enraged.
-
B.
Hulk (2003 film)
Hulk (2003 film) is a 2003 superhero movie directed by Ang Lee that presents a psychologically driven, visually stylized origin story of Marvel Comics' Bruce Banner/The Hulk.
-
C.
Nick Fury
Nick Fury is the one-eyed, trench-coat-wearing spymaster and director of S.H.I.E.L.D. who orchestrates and oversees the Avengers in the Marvel universe.
-
D.
Philip Holland
Philip Holland was an 18th-century English Presbyterian minister and educator known for his influential teaching and theological work associated with Warrington Academy.
-
E.
Marvel Comics character Hulk
The Marvel Comics character Hulk is a superhero alter ego of scientist Bruce Banner, known for transforming into a massive green-skinned being with immense strength and rage.
- 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_69a88630519c8190a17addd83c4a3ef4 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa64e34fe881908aa75f2b4141b87b |
completed | March 6, 2026, 5:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada99f52a08190854109d152c22be0 |
completed | March 8, 2026, 4:53 p.m. |
| NEDg | Description generation | batch_69adab04b5688190afb3418e9b9da845 |
completed | March 8, 2026, 4:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adaeaf81e881908f99f5d948e3557b |
completed | March 8, 2026, 5:15 p.m. |
Created at: March 4, 2026, 7:31 p.m.