Triple

T5751921
Position Surface form Disambiguated ID Type / Status
Subject Simu Liu E126872 entity
Predicate notableWork P4 FINISHED
Object 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.
 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: Shang-Chi and the Legend of the Ten Rings | Statement: [Simu Liu, notableWork, Shang-Chi and the Legend of the Ten Rings]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shang-Chi and the Legend of the Ten Rings
Context triple: [Simu Liu, notableWork, 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. 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. 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.
  • D. Doctor Strange in the Multiverse of Madness
    Doctor Strange in the Multiverse of Madness is a 2022 Marvel Studios superhero film that follows Doctor Strange as he navigates dangerous alternate realities and dark magic within the Marvel Cinematic Universe.
  • E. Black Panther: Wakanda Forever
    Black Panther: Wakanda Forever is a 2022 Marvel Studios superhero film that continues the story of Wakanda as it grapples with the loss of King T’Challa and faces new global and underwater threats.
  • 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 and the Legend of the Ten Rings
Triple: [Simu Liu, notableWork, Shang-Chi and the Legend of the Ten Rings]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shang-Chi and the Legend of the Ten Rings
Target entity description: 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.
  • 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. 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. 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.
  • D. Doctor Strange in the Multiverse of Madness
    Doctor Strange in the Multiverse of Madness is a 2022 Marvel Studios superhero film that follows Doctor Strange as he navigates dangerous alternate realities and dark magic within the Marvel Cinematic Universe.
  • E. Black Panther: Wakanda Forever
    Black Panther: Wakanda Forever is a 2022 Marvel Studios superhero film that continues the story of Wakanda as it grapples with the loss of King T’Challa and faces new global and underwater threats.
  • 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_69c00832aedc81909899801b141fa3b4 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0288b580c81909e1289982b106695 completed March 22, 2026, 5:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e3a50b88190a943b2d91d3c5b8e completed March 22, 2026, 11:41 p.m.
NEDg Description generation batch_69c0880ef8608190a602c7b9c7f753fb completed March 23, 2026, 12:23 a.m.
NED2 Entity disambiguation (via description) batch_69c088cff95481908a8e04e763269062 completed March 23, 2026, 12:26 a.m.
Created at: March 22, 2026, 3:48 p.m.