Triple

T5306929
Position Surface form Disambiguated ID Type / Status
Subject Ratchet E120124 entity
Predicate appearsIn P795 FINISHED
Object Transformers video games
Transformers video games are a series of action titles based on the Transformers franchise, featuring robot characters that can transform into vehicles and other forms in combat-driven adventures.
 E510980 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 video games | Statement: [Ratchet, appearsIn, Transformers video games]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Transformers video games
Context triple: [Ratchet, appearsIn, Transformers video games]
  • 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. Transformers Metrobase
    Transformers Metrobase is a themed area in Universal Studios parks that immerses guests in the world of the Transformers franchise, serving as the setting and queue environment for Transformers: The Ride 3D.
  • D. 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.
  • E. Transformers: Energon
    Transformers: Energon is an animated television series in the Transformers franchise that continues the conflict between Autobots and Decepticons as they battle over the powerful energy source Energon.
  • 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 video games
Triple: [Ratchet, appearsIn, Transformers video games]
Generated description
Transformers video games are a series of action titles based on the Transformers franchise, featuring robot characters that can transform into vehicles and other forms in combat-driven adventures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Transformers video games
Target entity description: Transformers video games are a series of action titles based on the Transformers franchise, featuring robot characters that can transform into vehicles and other forms in combat-driven adventures.
  • 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. Transformers Metrobase
    Transformers Metrobase is a themed area in Universal Studios parks that immerses guests in the world of the Transformers franchise, serving as the setting and queue environment for Transformers: The Ride 3D.
  • D. 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.
  • E. Transformers: Energon
    Transformers: Energon is an animated television series in the Transformers franchise that continues the conflict between Autobots and Decepticons as they battle over the powerful energy source Energon.
  • 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_69bd851ee8908190814b695723247016 completed March 20, 2026, 5:34 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.