Triple

T5039450

Position	Surface form	Disambiguated ID	Type / Status
Subject	Transformers	`E113508`	entity
Predicate	hasPart	`P35`	FINISHED
Object	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.	`E488378`	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: The Transformers (1984 TV series) | Statement: [Transformers, hasPart, The Transformers (1984 TV series)]

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

Target entity: The Transformers (1984 TV series)
Context triple: [Transformers, hasPart, The Transformers (1984 TV series)]

A. 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.
B. 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.
C. Cybertron
Cybertron is the metallic, war-torn planet that serves as the ancestral home of the Transformers in the Transformers franchise.
D. Autobots
The Autobots are a heroic faction of sentient transforming robots in the Transformers franchise, led by Optimus Prime and dedicated to protecting life and freedom against the Decepticons.
E. Transformers: Beast Wars (as a variant/descendant)
Transformers: Beast Wars (as a variant/descendant) is a CGI-animated Transformers television series set in the far future of the original continuity, featuring Maximals and Predacons who transform into animals instead of vehicles.
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: The Transformers (1984 TV series)
Triple: [Transformers, hasPart, The Transformers (1984 TV series)]

Generated description

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.

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

Target entity: The Transformers (1984 TV series)
Target entity description: 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.

A. 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.
B. 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.
C. Cybertron
Cybertron is the metallic, war-torn planet that serves as the ancestral home of the Transformers in the Transformers franchise.
D. Autobots
The Autobots are a heroic faction of sentient transforming robots in the Transformers franchise, led by Optimus Prime and dedicated to protecting life and freedom against the Decepticons.
E. Transformers: Beast Wars (as a variant/descendant)
Transformers: Beast Wars (as a variant/descendant) is a CGI-animated Transformers television series set in the far future of the original continuity, featuring Maximals and Predacons who transform into animals instead of vehicles.
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.