Triple

T2495726
Position Surface form Disambiguated ID Type / Status
Subject High Moon Studios E52148 entity
Predicate notableWork P4 FINISHED
Object Transformers: War for Cybertron
Transformers: War for Cybertron is a third-person shooter video game set in the Transformers universe that explores the civil war between Autobots and Decepticons on their home planet, Cybertron.
 E273672 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: War for Cybertron | Statement: [High Moon Studios, notableWork, Transformers: War for Cybertron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Transformers: War for Cybertron
Context triple: [High Moon Studios, notableWork, Transformers: War for Cybertron]
  • A. 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.
  • 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: 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.
  • D. 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.
  • 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: War for Cybertron
Triple: [High Moon Studios, notableWork, Transformers: War for Cybertron]
Generated description
Transformers: War for Cybertron is a third-person shooter video game set in the Transformers universe that explores the civil war between Autobots and Decepticons on their home planet, Cybertron.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Transformers: War for Cybertron
Target entity description: Transformers: War for Cybertron is a third-person shooter video game set in the Transformers universe that explores the civil war between Autobots and Decepticons on their home planet, Cybertron.
  • A. 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.
  • 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: 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.
  • D. 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.
  • 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_69ab4955111c8190835bf619adec21ff completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd19541048190b9e39db119c20fe8 completed March 7, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f98a1a48190bc9eeb25868a2f9b completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af236665488190ab178fe27bb078b6 completed March 9, 2026, 7:45 p.m.
NED2 Entity disambiguation (via description) batch_69af23eac91881908c232fa5ea0ed587 completed March 9, 2026, 7:47 p.m.
Created at: March 6, 2026, 9:45 p.m.