Triple

T21162703
Position Surface form Disambiguated ID Type / Status
Subject Transformers (2009 film toyline and related media) E521479 entity
Predicate hasMarketingTieInWith P45835 FINISHED
Object Transformers: Revenge of the Fallen (film) — NE NERFINISHED

How this triple was built (3 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 (film) | Statement: [Transformers (2009 film toyline and related media), hasMarketingTieInWith, Transformers: Revenge of the Fallen (film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Transformers: Revenge of the Fallen (film)
Context triple: [Transformers (2009 film toyline and related media), hasMarketingTieInWith, Transformers: Revenge of the Fallen (film)]
  • A. Transformers: Revenge of the Fallen chosen
    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: 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.
  • C. Transformers (2007 film)
    Transformers (2007 film) is a live-action science fiction action movie directed by Michael Bay that launched the blockbuster film franchise based on Hasbro's transforming robot toy line.
  • D. Transformers: Phase Two
    Transformers: Phase Two is a major era of IDW Publishing’s Transformers comic continuity that advances the storyline with darker themes, political intrigue, and character-driven narratives following the end of the long Autobot–Decepticon war.
  • E. Transformers: Prime
    Transformers: Prime is an animated television series in the Transformers franchise that follows the ongoing battle between the Autobots and Decepticons on Earth, known for its darker tone, CGI animation, and character-driven storytelling.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasMarketingTieInWith
Context triple: [Transformers (2009 film toyline and related media), hasMarketingTieInWith, Transformers: Revenge of the Fallen (film)]
  • A. hasMerchandiseTieIn chosen
    Indicates that one entity has a commercial or promotional product or line (merchandise) that is directly tied to, branded with, or derived from another entity.
  • B. isMarketingRelated
    Indicates that something is associated with, pertains to, or is relevant to marketing activities, strategies, or objectives.
  • C. hasMarketingElement
    Indicates that one entity includes, is associated with, or makes use of a particular marketing-related component or feature.
  • D. hasMarketingTarget
    Indicates that an entity is aimed at or intended to appeal to a specific marketing audience or segment.
  • E. hasMarketingCategory
    Indicates that an entity is associated with a specific marketing category or segment used for classification or targeting.
  • F. None of above.

Provenance (3 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_69e0b50d1ea481909c07e63c3ead9316 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e72532e9348190ad37fe858843d0f5 completed April 21, 2026, 7:20 a.m.
PD Predicate disambiguation batch_69e5f5f8a5bc819081918c7fa8e4496d completed April 20, 2026, 9:46 a.m.
Created at: April 16, 2026, 2:59 p.m.