Triple

T1415142
Position Surface form Disambiguated ID Type / Status
Subject DreamWorks Pictures E31897 entity
Predicate notableWork P4 FINISHED
Object 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.
E162867 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: Revenge of the Fallen | Statement: [DreamWorks Pictures, notableWork, Transformers: Revenge of the Fallen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transformers: Revenge of the Fallen
Context triple: [DreamWorks Pictures, notableWork, Transformers: Revenge of the Fallen]
  • A. 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.
  • B. 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.
  • C. The Incredibles
    The Incredibles is a 2004 animated superhero film that follows a family of undercover superheroes forced back into action to save the world.
  • D. 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.
  • E. Alita: Battle Angel
    Alita: Battle Angel is a 2019 cyberpunk action film, produced by James Cameron and directed by Robert Rodriguez, that adapts Yukito Kishiro’s manga about a powerful cyborg girl navigating a dystopian future.
  • 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: Revenge of the Fallen
Triple: [DreamWorks Pictures, notableWork, Transformers: Revenge of the Fallen]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transformers: Revenge of the Fallen
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. The Incredibles
    The Incredibles is a 2004 animated superhero film that follows a family of undercover superheroes forced back into action to save the world.
  • D. 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.
  • E. Alita: Battle Angel
    Alita: Battle Angel is a 2019 cyberpunk action film, produced by James Cameron and directed by Robert Rodriguez, that adapts Yukito Kishiro’s manga about a powerful cyborg girl navigating a dystopian future.
  • 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_69ace5812abc819091894509e9d6bd77 completed March 8, 2026, 2:57 a.m.
NEDg Description generation batch_69ace95beb64819081f6f169c86105fd completed March 8, 2026, 3:13 a.m.
NED2 Entity disambiguation (via description) batch_69ace9bd8fcc8190b25515f2ba1284c0 completed March 8, 2026, 3:15 a.m.
Created at: March 1, 2026, 7:59 p.m.