Triple
T2700093
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Avengers |
E59209
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Shang-Chi
Shang-Chi is a Marvel Comics martial arts master and superhero often dubbed the “Master of Kung Fu,” known for his exceptional hand-to-hand combat skills and association with teams like the Avengers.
|
E291493
|
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: Shang-Chi | Statement: [Avengers, member, Shang-Chi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shang-Chi Context triple: [Avengers, member, Shang-Chi]
-
A.
Ms. Marvel
Ms. Marvel is a critically acclaimed Marvel Comics series, best known for introducing teenage Pakistani-American superhero Kamala Khan and for its groundbreaking representation and storytelling.
-
B.
Eternals
Eternals is a 2021 Marvel Studios superhero film set in the Marvel Cinematic Universe, following a group of immortal beings who secretly protect Earth from ancient cosmic threats.
-
C.
Doctor Strange
Doctor Strange is a Marvel Comics superhero and Master of the Mystic Arts, best known as the Sorcerer Supreme who protects Earth from magical and interdimensional threats.
-
D.
Captain Marvel
Captain Marvel is a 2019 Marvel Studios superhero film set in the Marvel Cinematic Universe that follows Carol Danvers, a former U.S. Air Force pilot who becomes one of the universe’s most powerful heroes.
-
E.
Black Widow
"Black Widow" is a 2021 Marvel Cinematic Universe superhero film centered on Natasha Romanoff that explores her past as a spy and her ties to a covert Russian program.
- 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: Shang-Chi Triple: [Avengers, member, Shang-Chi]
Generated description
Shang-Chi is a Marvel Comics martial arts master and superhero often dubbed the “Master of Kung Fu,” known for his exceptional hand-to-hand combat skills and association with teams like the Avengers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shang-Chi Target entity description: Shang-Chi is a Marvel Comics martial arts master and superhero often dubbed the “Master of Kung Fu,” known for his exceptional hand-to-hand combat skills and association with teams like the Avengers.
-
A.
Ms. Marvel
Ms. Marvel is a critically acclaimed Marvel Comics series, best known for introducing teenage Pakistani-American superhero Kamala Khan and for its groundbreaking representation and storytelling.
-
B.
Eternals
Eternals is a 2021 Marvel Studios superhero film set in the Marvel Cinematic Universe, following a group of immortal beings who secretly protect Earth from ancient cosmic threats.
-
C.
Doctor Strange
Doctor Strange is a Marvel Comics superhero and Master of the Mystic Arts, best known as the Sorcerer Supreme who protects Earth from magical and interdimensional threats.
-
D.
Captain Marvel
Captain Marvel is a 2019 Marvel Studios superhero film set in the Marvel Cinematic Universe that follows Carol Danvers, a former U.S. Air Force pilot who becomes one of the universe’s most powerful heroes.
-
E.
Black Widow
"Black Widow" is a 2021 Marvel Cinematic Universe superhero film centered on Natasha Romanoff that explores her past as a spy and her ties to a covert Russian program.
- 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_69ab4ac66bc88190b9e4afa5fc843f72 |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda34ba508190be8e2c9e4052adfc |
completed | March 7, 2026, 7:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afaf70f9088190acd4c8bd05deea47 |
completed | March 10, 2026, 5:43 a.m. |
| NEDg | Description generation | batch_69afb045e304819080efecf2738453e6 |
completed | March 10, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb0ab2a8081909e729f883a7438d7 |
completed | March 10, 2026, 5:48 a.m. |
Created at: March 6, 2026, 9:55 p.m.