Triple
T1887430
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Avengers: Age of Ultron |
E39993
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Bruce Banner
Bruce Banner is a brilliant scientist who transforms into the powerful Hulk, serving as a key member of the Avengers in the Marvel universe.
|
E210062
|
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: Bruce Banner | Statement: [Avengers: Age of Ultron, mainCharacter, Bruce Banner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bruce Banner Context triple: [Avengers: Age of Ultron, mainCharacter, Bruce Banner]
-
A.
Steve Rogers
Steve Rogers is the Marvel Comics superhero better known as Captain America, a World War II-era super-soldier and iconic leader of the Avengers.
-
B.
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.
-
C.
Hank Pym
Hank Pym is a Marvel Comics scientist and superhero best known as the original Ant-Man and the creator of the size-changing Pym Particles and Ultron.
-
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.
Nick Metropolis
Nick Metropolis was a pioneering physicist and computer scientist known for his work on early computers and the development of the Metropolis algorithm in statistical physics and Monte Carlo methods.
- 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: Bruce Banner Triple: [Avengers: Age of Ultron, mainCharacter, Bruce Banner]
Generated description
Bruce Banner is a brilliant scientist who transforms into the powerful Hulk, serving as a key member of the Avengers in the Marvel universe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bruce Banner Target entity description: Bruce Banner is a brilliant scientist who transforms into the powerful Hulk, serving as a key member of the Avengers in the Marvel universe.
-
A.
Steve Rogers
Steve Rogers is the Marvel Comics superhero better known as Captain America, a World War II-era super-soldier and iconic leader of the Avengers.
-
B.
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.
-
C.
Hank Pym
Hank Pym is a Marvel Comics scientist and superhero best known as the original Ant-Man and the creator of the size-changing Pym Particles and Ultron.
-
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.
Nick Metropolis
Nick Metropolis was a pioneering physicist and computer scientist known for his work on early computers and the development of the Metropolis algorithm in statistical physics and Monte Carlo methods.
- 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_69a88633e4fc8190b7eb40463e048ec5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb121a3cc81909c60ac65627142d1 |
completed | March 7, 2026, 5:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69addf63863881908efd8010db14b8a8 |
completed | March 8, 2026, 8:43 p.m. |
| NEDg | Description generation | batch_69ade06eb0608190992291b9a0d5368c |
completed | March 8, 2026, 8:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ade0d3f77481909cb4c9a57a9fb6a7 |
completed | March 8, 2026, 8:49 p.m. |
Created at: March 4, 2026, 7:34 p.m.