Triple

T20772751
Position Surface form Disambiguated ID Type / Status
Subject Transformers: Cybertron E511275 entity
Predicate hasMerchandise P3585 FINISHED
Object Transformers: Cybertron toy line
The Transformers: Cybertron toy line is a series of action figures and playsets based on the Transformers: Cybertron animated series, featuring transforming robots with planet-themed gimmicks and accessories.
E1455981 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: Cybertron toy line | Statement: [Transformers: Cybertron, hasMerchandise, Transformers: Cybertron toy line]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transformers: Cybertron toy line
Context triple: [Transformers: Cybertron, hasMerchandise, Transformers: Cybertron toy line]
  • A. Transformers: Generation 1 toys
    Transformers: Generation 1 toys is the original 1980s toyline that launched the Transformers franchise, featuring the first iconic transforming robot figures.
  • B. Transformers: Universe (toyline and fiction)
    Transformers: Universe (toyline and fiction) is a Transformers franchise subline that unites and reimagines characters from across different continuities, including the Maximals, in a multiverse-themed toy and story collection.
  • C. Transformers: Studio Series toys
    Transformers: Studio Series toys is a collector-focused action figure line by Hasbro and Takara Tomy that recreates characters and scenes from the Transformers films with screen-accurate designs and detailed engineering.
  • D. Transformers (2009 film toyline and related media)
    Transformers (2009 film toyline and related media) is a merchandise and storytelling line tied to the 2009 live-action film "Transformers: Revenge of the Fallen," encompassing action figures, character tie-ins, and supporting fiction expanding the movie’s universe.
  • E. Transformers: Generation 2 toys
    Transformers: Generation 2 toys are a 1990s relaunch of the original Transformers toy line, featuring updated molds, new color schemes, and added gimmicks like electronic sounds and weaponry.
  • 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: Cybertron toy line
Triple: [Transformers: Cybertron, hasMerchandise, Transformers: Cybertron toy line]
Generated description
The Transformers: Cybertron toy line is a series of action figures and playsets based on the Transformers: Cybertron animated series, featuring transforming robots with planet-themed gimmicks and accessories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transformers: Cybertron toy line
Target entity description: The Transformers: Cybertron toy line is a series of action figures and playsets based on the Transformers: Cybertron animated series, featuring transforming robots with planet-themed gimmicks and accessories.
  • A. Transformers: Generation 1 toys
    Transformers: Generation 1 toys is the original 1980s toyline that launched the Transformers franchise, featuring the first iconic transforming robot figures.
  • B. Transformers: Universe (toyline and fiction)
    Transformers: Universe (toyline and fiction) is a Transformers franchise subline that unites and reimagines characters from across different continuities, including the Maximals, in a multiverse-themed toy and story collection.
  • C. Transformers: Studio Series toys
    Transformers: Studio Series toys is a collector-focused action figure line by Hasbro and Takara Tomy that recreates characters and scenes from the Transformers films with screen-accurate designs and detailed engineering.
  • D. Transformers (2009 film toyline and related media)
    Transformers (2009 film toyline and related media) is a merchandise and storytelling line tied to the 2009 live-action film "Transformers: Revenge of the Fallen," encompassing action figures, character tie-ins, and supporting fiction expanding the movie’s universe.
  • E. Transformers: Generation 2 toys
    Transformers: Generation 2 toys are a 1990s relaunch of the original Transformers toy line, featuring updated molds, new color schemes, and added gimmicks like electronic sounds and weaponry.
  • 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_69e0b4ca01148190ac018e57e0cab46f completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2681ff88190bfe5938c2db6b2c4 completed April 21, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0918b94e84819099b2ab80c4816297 completed May 17, 2026, 1:24 a.m.
NEDg Description generation batch_6a09193219988190bded9cdbed209cee completed May 17, 2026, 1:26 a.m.
NED2 Entity disambiguation (via description) batch_6a0919aebf64819095c54a4854024fef completed May 17, 2026, 1:28 a.m.
Created at: April 16, 2026, 12:37 p.m.