Triple

T5306974

Position	Surface form	Disambiguated ID	Type / Status
Subject	Wheelie	`E120125`	entity
Predicate	appearsIn	`P795`	FINISHED
Object	Transformers: Titans Return (animated series) Transformers: Titans Return is an animated web series in the Transformers franchise that continues the Prime Wars Trilogy storyline, focusing on the conflict surrounding powerful Titan-class robots and the return of ancient Cybertronian forces.	`E510981`	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: Titans Return (animated series) | Statement: [Wheelie, appearsIn, Transformers: Titans Return (animated series)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Transformers: Titans Return (animated series)
Context triple: [Wheelie, appearsIn, Transformers: Titans Return (animated series)]

A. 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.
B. 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.
C. 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.
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: 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.
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: Titans Return (animated series)
Triple: [Wheelie, appearsIn, Transformers: Titans Return (animated series)]

Generated description

Transformers: Titans Return is an animated web series in the Transformers franchise that continues the Prime Wars Trilogy storyline, focusing on the conflict surrounding powerful Titan-class robots and the return of ancient Cybertronian forces.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Transformers: Titans Return (animated series)
Target entity description: Transformers: Titans Return is an animated web series in the Transformers franchise that continues the Prime Wars Trilogy storyline, focusing on the conflict surrounding powerful Titan-class robots and the return of ancient Cybertronian forces.

A. 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.
B. 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.
C. 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.
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: 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.
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.