Triple

T4634228
Position Surface form Disambiguated ID Type / Status
Subject Michael Bay E101488 entity
Predicate directed P7373 FINISHED
Object Transformers: The Last Knight E312192 NE FINISHED

How this triple was built (2 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: The Last Knight | Statement: [Michael Bay, directed, Transformers: The Last Knight]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Transformers: The Last Knight
Context triple: [Michael Bay, directed, Transformers: The Last Knight]
  • A. Transformers: The Last Knight chosen
    Transformers: The Last Knight is a 2017 science fiction action film in the Transformers franchise that continues the battle between Autobots and Decepticons on Earth with a storyline tied to Arthurian legend and human history.
  • B. Transformers: Rise of the Beasts
    Transformers: Rise of the Beasts is a 2023 science fiction action film in the Transformers franchise that introduces the Maximals, Predacons, and Terrorcons into the live-action series.
  • C. Transformers: Age of Extinction
    Transformers: Age of Extinction is a 2014 science fiction action film in the Transformers franchise that continues the saga of sentient robots battling on Earth with a new human cast and upgraded robotic characters.
  • D. the Last Knight
    The Last Knight is a romantic epithet for Holy Roman Emperor Maximilian I, celebrated as the final great medieval knightly ruler at the dawn of the modern era.
  • E. Transformers: Fall of Cybertron
    Transformers: Fall of Cybertron is a third-person action video game set in the Transformers universe that chronicles the final days of the war-torn planet Cybertron.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69bd43d2f1c081908cd4b7ec48ecc73d completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a5ec8108190aeb1147a67bff057 completed March 20, 2026, 2:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69be39a767d481908cde49a3ca61c3ac completed March 21, 2026, 6:24 a.m.
Created at: March 20, 2026, 1:13 p.m.