Triple

T5306981
Position Surface form Disambiguated ID Type / Status
Subject Wheelie E120125 entity
Predicate toyLine P63394 FINISHED
Object 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.
 E510982 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: Studio Series toys | Statement: [Wheelie, toyLine, Transformers: Studio Series toys]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Transformers: Studio Series toys
Context triple: [Wheelie, toyLine, Transformers: Studio Series toys]
  • A. 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.
  • B. Transformers: Animated
    Transformers: Animated is an American animated television series in the Transformers franchise that reimagines the iconic robots in a stylized, character-driven storyline.
  • C. The Transformers (1984 TV series)
    The Transformers (1984 TV series) is an animated television show that introduced the iconic conflict between the heroic Autobots and evil Decepticons, helping launch the long-running Transformers multimedia franchise.
  • D. Transformers animal-type robot
    Ravage is a Decepticon spy from the Transformers franchise who transforms into a mechanical big cat, often serving as Soundwave’s stealthy reconnaissance agent.
  • E. Transformers: IDW Publishing comics
    Transformers: IDW Publishing comics is a long-running line of Transformers comic book series by IDW Publishing, known for its mature storytelling, expansive continuity, and reimagining of classic characters and lore.
  • 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: Studio Series toys
Triple: [Wheelie, toyLine, Transformers: Studio Series toys]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Transformers: Studio Series toys
Target entity description: 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.
  • A. 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.
  • B. Transformers: Animated
    Transformers: Animated is an American animated television series in the Transformers franchise that reimagines the iconic robots in a stylized, character-driven storyline.
  • C. The Transformers (1984 TV series)
    The Transformers (1984 TV series) is an animated television show that introduced the iconic conflict between the heroic Autobots and evil Decepticons, helping launch the long-running Transformers multimedia franchise.
  • D. Transformers animal-type robot
    Ravage is a Decepticon spy from the Transformers franchise who transforms into a mechanical big cat, often serving as Soundwave’s stealthy reconnaissance agent.
  • E. Transformers: IDW Publishing comics
    Transformers: IDW Publishing comics is a long-running line of Transformers comic book series by IDW Publishing, known for its mature storytelling, expansive continuity, and reimagining of classic characters and lore.
  • 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_69bd44704be88190acdb2ac481b0ff55 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd91aab9348190a373b30bb305f933 completed March 20, 2026, 6:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf10fb59ac8190ad23ea4f77a8c0e7 completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf11cbcf4c819089369d00c2237f9c completed March 21, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_69bf1226ddd08190a39799fd0db58694 completed March 21, 2026, 9:48 p.m.
Created at: March 20, 2026, 1:53 p.m.