Triple

T12231973

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ghost Rider (Robbie Reyes)	`E291495`	entity
Predicate	appearsIn	`P795`	FINISHED
Object	Avengers (2018 series) Avengers (2018 series) is a Marvel Comics ongoing title launched in 2018 that follows a reformed, high-profile Avengers lineup—featuring heroes like Captain America, Iron Man, Thor, and newer members such as Robbie Reyes’s Ghost Rider—as they confront cosmic- and multiverse-level threats.	`E970722`	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: Avengers (2018 series) | Statement: [Ghost Rider (Robbie Reyes), appearsIn, Avengers (2018 series)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Avengers (2018 series)
Context triple: [Ghost Rider (Robbie Reyes), appearsIn, Avengers (2018 series)]

A. Avengers: The Kang Dynasty
Avengers: The Kang Dynasty is an upcoming Marvel Cinematic Universe ensemble film centered on the Avengers’ confrontation with the time-traveling villain Kang the Conqueror.
B. Avengers: The Children’s Crusade
Avengers: The Children’s Crusade is a Marvel Comics limited series in which the Young Avengers search for the Scarlet Witch, uncovering major revelations about her past actions and reshaping mutant and Avengers history.
C. New Avengers
The New Avengers are a modern reformation of Marvel Comics' premier superhero team, featuring a refreshed roster of iconic heroes assembled to tackle major threats in the Marvel Universe.
D. Marvel Studios' Thunderbolts
Marvel Studios' Thunderbolts is an upcoming Marvel Cinematic Universe film that brings together a team of antiheroes and reformed villains on a government-sanctioned mission.
E. Avengers: X-Sanction
Avengers: X-Sanction is a Marvel Comics limited series featuring Cable targeting key Avengers in a time-travel-driven conflict that sets the stage for the Avengers vs. X-Men event.
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: Avengers (2018 series)
Triple: [Ghost Rider (Robbie Reyes), appearsIn, Avengers (2018 series)]

Generated description

Avengers (2018 series) is a Marvel Comics ongoing title launched in 2018 that follows a reformed, high-profile Avengers lineup—featuring heroes like Captain America, Iron Man, Thor, and newer members such as Robbie Reyes’s Ghost Rider—as they confront cosmic- and multiverse-level threats.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Avengers (2018 series)
Target entity description: Avengers (2018 series) is a Marvel Comics ongoing title launched in 2018 that follows a reformed, high-profile Avengers lineup—featuring heroes like Captain America, Iron Man, Thor, and newer members such as Robbie Reyes’s Ghost Rider—as they confront cosmic- and multiverse-level threats.

A. Avengers: The Kang Dynasty
Avengers: The Kang Dynasty is an upcoming Marvel Cinematic Universe ensemble film centered on the Avengers’ confrontation with the time-traveling villain Kang the Conqueror.
B. Avengers: The Children’s Crusade
Avengers: The Children’s Crusade is a Marvel Comics limited series in which the Young Avengers search for the Scarlet Witch, uncovering major revelations about her past actions and reshaping mutant and Avengers history.
C. New Avengers
The New Avengers are a modern reformation of Marvel Comics' premier superhero team, featuring a refreshed roster of iconic heroes assembled to tackle major threats in the Marvel Universe.
D. Marvel Studios' Thunderbolts
Marvel Studios' Thunderbolts is an upcoming Marvel Cinematic Universe film that brings together a team of antiheroes and reformed villains on a government-sanctioned mission.
E. Avengers: X-Sanction
Avengers: X-Sanction is a Marvel Comics limited series featuring Cable targeting key Avengers in a time-travel-driven conflict that sets the stage for the Avengers vs. X-Men event.
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_69d6ab668acc8190963ba424049d6aee`	completed	April 8, 2026, 7:24 p.m.
NER	Named-entity recognition	`batch_69d91ca45bd48190b8b7f6b29b6bb25b`	completed	April 10, 2026, 3:52 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f60aad2d488190ba36588e3376ca1a`	completed	May 2, 2026, 2:31 p.m.
NEDg	Description generation	`batch_69f60bdd8d508190813178ff4c77afcf`	completed	May 2, 2026, 2:36 p.m.
NED2	Entity disambiguation (via description)	`batch_69f60c67c680819087630d190d0a008f`	completed	May 2, 2026, 2:38 p.m.

Created at: April 8, 2026, 9:51 p.m.