Triple

T12430160
Position Surface form Disambiguated ID Type / Status
Subject Avengers: Disassembled E297005 entity
Predicate colorist P36862 FINISHED
Object Frank D'Armata
Frank D'Armata is a comic book colorist known for his work on major Marvel titles, including high-profile crossover events and flagship series.
 E981297 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: Frank D'Armata | Statement: [Avengers: Disassembled, colorist, Frank D'Armata]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frank D'Armata
Context triple: [Avengers: Disassembled, colorist, Frank D'Armata]
  • A. John Mara
    John Mara is an American sports executive best known as the longtime co-owner and president of the NFL’s New York Giants.
  • B. John Tusa
    John Tusa is a British arts administrator, broadcaster, and former managing director of the BBC World Service and the Barbican Centre.
  • C. James L. Dolan
    James L. Dolan is an American businessman and executive best known as the head of Madison Square Garden Sports and Entertainment, overseeing teams like the New York Knicks and New York Rangers.
  • D. Mike Nolan
    Mike Nolan is a name shared by several notable individuals, including a British singer from the pop group Bucks Fizz and various sports coaches and players.
  • E. Phil Sgriccia
    Phil Sgriccia is an American television producer and director best known for his extensive work on genre series such as Supernatural and The Boys.
  • 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: Frank D'Armata
Triple: [Avengers: Disassembled, colorist, Frank D'Armata]
Generated description
Frank D'Armata is a comic book colorist known for his work on major Marvel titles, including high-profile crossover events and flagship series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frank D'Armata
Target entity description: Frank D'Armata is a comic book colorist known for his work on major Marvel titles, including high-profile crossover events and flagship series.
  • A. John Mara
    John Mara is an American sports executive best known as the longtime co-owner and president of the NFL’s New York Giants.
  • B. John Tusa
    John Tusa is a British arts administrator, broadcaster, and former managing director of the BBC World Service and the Barbican Centre.
  • C. James L. Dolan
    James L. Dolan is an American businessman and executive best known as the head of Madison Square Garden Sports and Entertainment, overseeing teams like the New York Knicks and New York Rangers.
  • D. Mike Nolan
    Mike Nolan is a name shared by several notable individuals, including a British singer from the pop group Bucks Fizz and various sports coaches and players.
  • E. Phil Sgriccia
    Phil Sgriccia is an American television producer and director best known for his extensive work on genre series such as Supernatural and The Boys.
  • 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_69d6ada0640c81908c061d7fb3d47786 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d7ddc688190bddb242d67fa6e89 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6349b075c8190b77cd51bc45be8ef completed May 2, 2026, 5:30 p.m.
NEDg Description generation batch_69f636d0254481909147381502671ac0 completed May 2, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69f637902e7081909ce053142f7c1871 completed May 2, 2026, 5:42 p.m.
Created at: April 8, 2026, 9:55 p.m.