Triple

T2022439

Position	Surface form	Disambiguated ID	Type / Status
Subject	Dune (2021 film)	`E44134`	entity
Predicate	partOfSeries	`P1761`	FINISHED
Object	Dune film series (Villeneuve) The Dune film series (Villeneuve) is Denis Villeneuve’s epic science fiction saga adapting Frank Herbert’s Dune novels into a visually ambitious, large-scale cinematic franchise.	`E44808`	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: Dune film series (Villeneuve) | Statement: [Dune (2021 film), partOfSeries, Dune film series (Villeneuve)]

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

Target entity: Dune film series (Villeneuve)
Context triple: [Dune (2021 film), partOfSeries, Dune film series (Villeneuve)]

A. Dune (2021 film)
Dune (2021 film) is a 2021 epic science fiction movie directed by Denis Villeneuve, adapting the first half of Frank Herbert’s classic novel and acclaimed for its expansive world-building, visuals, and score.
B. Dune: Part Two
Dune: Part Two is a 2024 epic science fiction film directed by Denis Villeneuve, continuing the adaptation of Frank Herbert’s novel with a focus on Paul Atreides’ rise among the Fremen and his struggle against House Harkonnen.
C. Blade Runner 2049
Blade Runner 2049 is a 2017 neo-noir science fiction film, directed by Denis Villeneuve and acclaimed for its visually stunning cinematography and philosophical exploration of identity and humanity.
D. Valerian and the City of a Thousand Planets
Valerian and the City of a Thousand Planets is a 2017 science fiction space opera film directed by Luc Besson, based on the French comic series "Valérian and Laureline," known for its visually rich world-building and imaginative intergalactic adventure.
E. Alien: Covenant
Alien: Covenant is a 2017 science fiction horror film directed by Ridley Scott that continues the Alien prequel storyline, following a colony ship crew that encounters a deadly extraterrestrial threat.
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: Dune film series (Villeneuve)
Triple: [Dune (2021 film), partOfSeries, Dune film series (Villeneuve)]

Generated description

The Dune film series (Villeneuve) is Denis Villeneuve’s epic science fiction saga adapting Frank Herbert’s Dune novels into a visually ambitious, large-scale cinematic franchise.

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

Target entity: Dune film series (Villeneuve)
Target entity description: The Dune film series (Villeneuve) is Denis Villeneuve’s epic science fiction saga adapting Frank Herbert’s Dune novels into a visually ambitious, large-scale cinematic franchise.

A. Dune (2021 film)
Dune (2021 film) is a 2021 epic science fiction movie directed by Denis Villeneuve, adapting the first half of Frank Herbert’s classic novel and acclaimed for its expansive world-building, visuals, and score.
B. Dune: Part Two chosen
Dune: Part Two is a 2024 epic science fiction film directed by Denis Villeneuve, continuing the adaptation of Frank Herbert’s novel with a focus on Paul Atreides’ rise among the Fremen and his struggle against House Harkonnen.
C. Blade Runner 2049
Blade Runner 2049 is a 2017 neo-noir science fiction film, directed by Denis Villeneuve and acclaimed for its visually stunning cinematography and philosophical exploration of identity and humanity.
D. Valerian and the City of a Thousand Planets
Valerian and the City of a Thousand Planets is a 2017 science fiction space opera film directed by Luc Besson, based on the French comic series "Valérian and Laureline," known for its visually rich world-building and imaginative intergalactic adventure.
E. Alien: Covenant
Alien: Covenant is a 2017 science fiction horror film directed by Ridley Scott that continues the Alien prequel storyline, following a colony ship crew that encounters a deadly extraterrestrial threat.
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_69a8891201bc8190aca837be6de41579`	completed	March 4, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69abb8efbe148190901d3650aa60408a`	completed	March 7, 2026, 5:34 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae0af7e5b0819088e2221ddc0a38ce`	completed	March 8, 2026, 11:49 p.m.
NEDg	Description generation	`batch_69ae0b78340c8190897a8cbba418cb00`	completed	March 8, 2026, 11:51 p.m.
NED2	Entity disambiguation (via description)	`batch_69ae0c01b30c81908394e31aa3238bfa`	completed	March 8, 2026, 11:53 p.m.

Created at: March 4, 2026, 7:38 p.m.