Triple

T19520122

Position	Surface form	Disambiguated ID	Type / Status
Subject	Transformers: Armada	`E488380`	entity
Predicate	precededBy	`P97`	FINISHED
Object	Transformers: Robots in Disguise (2001) Transformers: Robots in Disguise (2001) is an animated television series in the Transformers franchise that reimagines the conflict between Autobots and Decepticons with a new continuity and character designs.	`E1379816`	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: Robots in Disguise (2001) | Statement: [Transformers: Armada, precededBy, Transformers: Robots in Disguise (2001)]

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

Target entity: Transformers: Robots in Disguise (2001)
Context triple: [Transformers: Armada, precededBy, Transformers: Robots in Disguise (2001)]

A. The Transformers: Robots in Disguise (2012)
The Transformers: Robots in Disguise (2012) is an IDW Publishing comic book series set in the Transformers universe, focusing on the political and social aftermath on Cybertron following the end of the Autobot–Decepticon war.
B. 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.
C. The Transformers: Revelation
The Transformers: Revelation is a comic book miniseries set in IDW Publishing’s Transformers continuity that focuses on the cosmic conflict surrounding the Dead Universe and its impact on Cybertron and its inhabitants.
D. Transformers: Windblade
Transformers: Windblade is a comic book miniseries centered on the fan-created female Autobot Windblade, exploring her political and cultural role on Cybertron within IDW Publishing’s Transformers continuity.
E. The Transformers: Infiltration
The Transformers: Infiltration is an IDW Publishing comic miniseries that reimagines the early stages of the Autobot–Decepticon conflict on Earth in a modern, more grounded setting.
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: Robots in Disguise (2001)
Triple: [Transformers: Armada, precededBy, Transformers: Robots in Disguise (2001)]

Generated description

Transformers: Robots in Disguise (2001) is an animated television series in the Transformers franchise that reimagines the conflict between Autobots and Decepticons with a new continuity and character designs.

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

Target entity: Transformers: Robots in Disguise (2001)
Target entity description: Transformers: Robots in Disguise (2001) is an animated television series in the Transformers franchise that reimagines the conflict between Autobots and Decepticons with a new continuity and character designs.

A. The Transformers: Robots in Disguise (2012)
The Transformers: Robots in Disguise (2012) is an IDW Publishing comic book series set in the Transformers universe, focusing on the political and social aftermath on Cybertron following the end of the Autobot–Decepticon war.
B. 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.
C. The Transformers: Revelation
The Transformers: Revelation is a comic book miniseries set in IDW Publishing’s Transformers continuity that focuses on the cosmic conflict surrounding the Dead Universe and its impact on Cybertron and its inhabitants.
D. Transformers: Windblade
Transformers: Windblade is a comic book miniseries centered on the fan-created female Autobot Windblade, exploring her political and cultural role on Cybertron within IDW Publishing’s Transformers continuity.
E. The Transformers: Infiltration
The Transformers: Infiltration is an IDW Publishing comic miniseries that reimagines the early stages of the Autobot–Decepticon conflict on Earth in a modern, more grounded setting.
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_69d8e8da8bec819081f400199491ccc3`	completed	April 10, 2026, 12:11 p.m.
NER	Named-entity recognition	`batch_69e6359feb808190ba94563831adc720`	completed	April 20, 2026, 2:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a074728f7548190a6a8e1888e8c8180`	completed	May 15, 2026, 4:17 p.m.
NEDg	Description generation	`batch_6a07483465008190966296ddca76e7d2`	completed	May 15, 2026, 4:22 p.m.
NED2	Entity disambiguation (via description)	`batch_6a074931b1dc8190804d545e2058a69a`	completed	May 15, 2026, 4:26 p.m.

Created at: April 10, 2026, 1:40 p.m.