Triple

T9133599
Position Surface form Disambiguated ID Type / Status
Subject Secret Invasion E219147 entity
Predicate artist P184 FINISHED
Object Leinil Francis Yu
Leinil Francis Yu is a Filipino comic book artist renowned for his dynamic work on major Marvel titles such as "Secret Invasion," "Avengers," and "X-Men."
 E780882 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: Leinil Francis Yu | Statement: [Secret Invasion, artist, Leinil Francis Yu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Leinil Francis Yu
Context triple: [Secret Invasion, artist, Leinil Francis Yu]
  • A. Felix Chong
    Felix Chong is a Hong Kong filmmaker best known as the co-writer and co-creator of the acclaimed crime thriller series "Infernal Affairs," which inspired Martin Scorsese’s "The Departed."
  • B. Eli Nunn
    Eli Nunn is the child of English actress and writer Imogen Stubbs.
  • C. Gentry Lee
    Gentry Lee is an American aerospace engineer and science fiction author best known for collaborating with Arthur C. Clarke on several novels, including the later books in the Rama series.
  • D. Curran Pang
    Curran Pang is a film editor best known for his work on the acclaimed Hong Kong crime thriller "Infernal Affairs."
  • E. Terence Chang
    Terence Chang is a Hong Kong-born film producer best known for his collaborations with director John Woo on action films in both Asian and Hollywood cinema.
  • 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: Leinil Francis Yu
Triple: [Secret Invasion, artist, Leinil Francis Yu]
Generated description
Leinil Francis Yu is a Filipino comic book artist renowned for his dynamic work on major Marvel titles such as "Secret Invasion," "Avengers," and "X-Men."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Leinil Francis Yu
Target entity description: Leinil Francis Yu is a Filipino comic book artist renowned for his dynamic work on major Marvel titles such as "Secret Invasion," "Avengers," and "X-Men."
  • A. Felix Chong
    Felix Chong is a Hong Kong filmmaker best known as the co-writer and co-creator of the acclaimed crime thriller series "Infernal Affairs," which inspired Martin Scorsese’s "The Departed."
  • B. Eli Nunn
    Eli Nunn is the child of English actress and writer Imogen Stubbs.
  • C. Gentry Lee
    Gentry Lee is an American aerospace engineer and science fiction author best known for collaborating with Arthur C. Clarke on several novels, including the later books in the Rama series.
  • D. Curran Pang
    Curran Pang is a film editor best known for his work on the acclaimed Hong Kong crime thriller "Infernal Affairs."
  • E. Terence Chang
    Terence Chang is a Hong Kong-born film producer best known for his collaborations with director John Woo on action films in both Asian and Hollywood cinema.
  • 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_69ca83debfc0819095800583e97ab10f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8dccecc81908d8fc641c419ca6a completed April 1, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d047e5ad5481909b7e62bee4d57492 completed April 3, 2026, 11:06 p.m.
NEDg Description generation batch_69d048dbcfe08190afb6ee816e22ddfc completed April 3, 2026, 11:10 p.m.
NED2 Entity disambiguation (via description) batch_69d049b159d08190ad426bb7f9bcafb1 completed April 3, 2026, 11:13 p.m.
Created at: March 30, 2026, 7:18 p.m.