Triple

T1415143

Position	Surface form	Disambiguated ID	Type / Status
Subject	DreamWorks Pictures	`E31897`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Transformers: Dark of the Moon Transformers: Dark of the Moon is a 2011 science fiction action film in the Transformers franchise, directed by Michael Bay and centered on the ongoing war between Autobots and Decepticons on Earth.	`E163186`	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: Transformers: Dark of the Moon | Statement: [DreamWorks Pictures, notableWork, Transformers: Dark of the Moon]

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

Target entity: Transformers: Dark of the Moon
Context triple: [DreamWorks Pictures, notableWork, Transformers: Dark of the Moon]

A. Transformers: Revenge of the Fallen
Transformers: Revenge of the Fallen is a 2009 science fiction action film and the second installment in the live-action Transformers franchise, featuring the ongoing war between Autobots and Decepticons on Earth.
B. Transformers
Transformers is a blockbuster science fiction action franchise centered on sentient robots that can transform into vehicles and other objects, spanning films, television series, comics, and merchandise.
C. Transformers: The Ride 3D
Transformers: The Ride 3D is an immersive motion-simulator dark ride themed around the Transformers film franchise, combining 3D high-definition media, practical effects, and a track-based ride system to place guests in the middle of an Autobot–Decepticon battle.
D. Terminator Salvation
Terminator Salvation is a 2009 science fiction action film set in a post-apocalyptic future where humanity battles Skynet’s machines in the Terminator franchise.
E. Transformers Metrobase
Transformers Metrobase is a themed area in Universal Studios parks that immerses guests in the world of the Transformers franchise, serving as the setting and queue environment for Transformers: The Ride 3D.
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: Transformers: Dark of the Moon
Triple: [DreamWorks Pictures, notableWork, Transformers: Dark of the Moon]

Generated description

Transformers: Dark of the Moon is a 2011 science fiction action film in the Transformers franchise, directed by Michael Bay and centered on the ongoing war between Autobots and Decepticons on Earth.

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

Target entity: Transformers: Dark of the Moon
Target entity description: Transformers: Dark of the Moon is a 2011 science fiction action film in the Transformers franchise, directed by Michael Bay and centered on the ongoing war between Autobots and Decepticons on Earth.

A. Transformers: Revenge of the Fallen
Transformers: Revenge of the Fallen is a 2009 science fiction action film and the second installment in the live-action Transformers franchise, featuring the ongoing war between Autobots and Decepticons on Earth.
B. Transformers
Transformers is a blockbuster science fiction action franchise centered on sentient robots that can transform into vehicles and other objects, spanning films, television series, comics, and merchandise.
C. Transformers: The Ride 3D
Transformers: The Ride 3D is an immersive motion-simulator dark ride themed around the Transformers film franchise, combining 3D high-definition media, practical effects, and a track-based ride system to place guests in the middle of an Autobot–Decepticon battle.
D. Terminator Salvation
Terminator Salvation is a 2009 science fiction action film set in a post-apocalyptic future where humanity battles Skynet’s machines in the Terminator franchise.
E. Transformers Metrobase
Transformers Metrobase is a themed area in Universal Studios parks that immerses guests in the world of the Transformers franchise, serving as the setting and queue environment for Transformers: The Ride 3D.
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_69a49919a994819086528951bc224775`	completed	March 1, 2026, 7:52 p.m.
NER	Named-entity recognition	`batch_69a4c3e5f9d08190861206934cd71fd8`	completed	March 1, 2026, 10:55 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad015cdc8881908887aa0fb0838145`	completed	March 8, 2026, 4:55 a.m.
NEDg	Description generation	`batch_69ad01d1c01c81908917c4837ed2b393`	completed	March 8, 2026, 4:57 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad0265f610819085a2dd293abd4812`	completed	March 8, 2026, 5 a.m.

Created at: March 1, 2026, 7:59 p.m.