Triple

T5039455
Position Surface form Disambiguated ID Type / Status
Subject Transformers E113508 entity
Predicate hasPart P35 FINISHED
Object Transformers: Armada
Transformers: Armada is an early-2000s Transformers animated series and toyline that introduced the Mini-Con gimmick and helped revitalize the franchise for a new generation.
 E488380 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: Armada | Statement: [Transformers, hasPart, Transformers: Armada]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Transformers: Armada
Context triple: [Transformers, hasPart, Transformers: Armada]
  • A. 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.
  • B. Transformers: The Movie (1986)
    Transformers: The Movie (1986) is an animated science fiction film based on the Transformers toy line and TV series, notable for its darker tone, major character deaths, and introduction of iconic characters like Unicron and Hot Rod.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Armada
Triple: [Transformers, hasPart, Transformers: Armada]
Generated description
Transformers: Armada is an early-2000s Transformers animated series and toyline that introduced the Mini-Con gimmick and helped revitalize the franchise for a new generation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Transformers: Armada
Target entity description: Transformers: Armada is an early-2000s Transformers animated series and toyline that introduced the Mini-Con gimmick and helped revitalize the franchise for a new generation.
  • A. 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.
  • B. Transformers: The Movie (1986)
    Transformers: The Movie (1986) is an animated science fiction film based on the Transformers toy line and TV series, notable for its darker tone, major character deaths, and introduction of iconic characters like Unicron and Hot Rod.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69bd44384298819089c49e7c330ec7b8 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd73dbf00c819094b67809dafdecc6 completed March 20, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69be9c8084388190b25bbffc42f0b3ed completed March 21, 2026, 1:26 p.m.
NEDg Description generation batch_69be9d42dc6c8190bd3d7666351ecd5b completed March 21, 2026, 1:29 p.m.
NED2 Entity disambiguation (via description) batch_69be9dace3fc81909c6f9ffc0d30b7f8 completed March 21, 2026, 1:31 p.m.
Created at: March 20, 2026, 1:37 p.m.