Triple
T16106213
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Awkwafina |
E390743
|
entity |
| Predicate | portrayedCharacter |
P1668
|
FINISHED |
| Object |
Katy in Shang-Chi and the Legend of the Ten Rings
Katy in "Shang-Chi and the Legend of the Ten Rings" is Shang-Chi’s quick-witted best friend and ally who becomes an unexpected hero as she’s drawn into his mystical family conflict.
|
E543891
|
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: Katy in Shang-Chi and the Legend of the Ten Rings | Statement: [Awkwafina, portrayedCharacter, Katy in Shang-Chi and the Legend of the Ten Rings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Katy in Shang-Chi and the Legend of the Ten Rings Context triple: [Awkwafina, portrayedCharacter, Katy in Shang-Chi and the Legend of the Ten Rings]
-
A.
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.
-
B.
Shang-Chi and the Legend of the Ten Rings
Shang-Chi and the Legend of the Ten Rings is a 2021 Marvel Studios superhero film that introduces martial artist Shang-Chi into the Marvel Cinematic Universe, blending high-octane action with themes of family and identity.
-
C.
Maggie Lang (MCU)
Maggie Lang is a supporting character in the Marvel Cinematic Universe, known as Scott Lang’s ex-wife and the protective mother of Cassie Lang in the Ant-Man films.
-
D.
Wong in Avengers: Infinity War
Wong in *Avengers: Infinity War* is the loyal and skilled Master of the Mystic Arts who aids Doctor Strange and the Avengers in defending Earth from Thanos’s forces.
-
E.
Kamala Khan
Kamala Khan is a Pakistani-American Muslim teenager from Jersey City who becomes the shape-shifting superhero Ms. Marvel in Marvel Comics.
- 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: Katy in Shang-Chi and the Legend of the Ten Rings Triple: [Awkwafina, portrayedCharacter, Katy in Shang-Chi and the Legend of the Ten Rings]
Generated description
Katy in "Shang-Chi and the Legend of the Ten Rings" is Shang-Chi’s quick-witted best friend and ally who becomes an unexpected hero as she’s drawn into his mystical family conflict.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Katy in Shang-Chi and the Legend of the Ten Rings Target entity description: Katy in "Shang-Chi and the Legend of the Ten Rings" is Shang-Chi’s quick-witted best friend and ally who becomes an unexpected hero as she’s drawn into his mystical family conflict.
-
A.
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.
-
B.
Shang-Chi and the Legend of the Ten Rings
chosen
Shang-Chi and the Legend of the Ten Rings is a 2021 Marvel Studios superhero film that introduces martial artist Shang-Chi into the Marvel Cinematic Universe, blending high-octane action with themes of family and identity.
-
C.
Maggie Lang (MCU)
Maggie Lang is a supporting character in the Marvel Cinematic Universe, known as Scott Lang’s ex-wife and the protective mother of Cassie Lang in the Ant-Man films.
-
D.
Wong in Avengers: Infinity War
Wong in *Avengers: Infinity War* is the loyal and skilled Master of the Mystic Arts who aids Doctor Strange and the Avengers in defending Earth from Thanos’s forces.
-
E.
Kamala Khan
Kamala Khan is a Pakistani-American Muslim teenager from Jersey City who becomes the shape-shifting superhero Ms. Marvel in Marvel Comics.
- F. None of above.
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_69d87f1a8dd881909f1de6ef78849874 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e1ff6d81d081909e1315f4dbfd7369 |
completed | April 17, 2026, 9:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffeba1e4c08190a90f5102e0038056 |
completed | May 10, 2026, 2:21 a.m. |
| NEDg | Description generation | batch_69ffed3d57388190a4d0faa58ee2a27b |
completed | May 10, 2026, 2:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffedfb88a881909e6adbb3a372246b |
completed | May 10, 2026, 2:31 a.m. |
Created at: April 10, 2026, 5 a.m.