Triple

T13525988

Position	Surface form	Disambiguated ID	Type / Status
Subject	Toyota works drivers	`E323017`	entity
Predicate	represent	`P129`	FINISHED
Object	Toyota in international motorsport Toyota in international motorsport refers to the Japanese manufacturer’s global racing and rallying activities, including its factory-backed teams and programs in series such as the World Rally Championship, World Endurance Championship, and other top-level competitions.	`E1044609`	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: Toyota in international motorsport | Statement: [Toyota works drivers, represent, Toyota in international motorsport]

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

Target entity: Toyota in international motorsport
Context triple: [Toyota works drivers, represent, Toyota in international motorsport]

A. Toyota works drivers
Toyota works drivers are professional racing drivers contracted to compete for Toyota’s factory-backed motorsport programs, particularly under the Gazoo Racing banner.
B. Toyota Racing Development
Toyota Racing Development is Toyota’s motorsports division responsible for designing, engineering, and supporting the manufacturer’s racing programs across series such as NASCAR, NHRA, and various grassroots competitions.
C. Toyota Racing Series
The Toyota Racing Series is New Zealand’s premier single-seater motorsport championship, known for developing young driving talent on an international stage.
D. Toyota Racing Development engine
The Toyota Racing Development engine is a high-performance, competition-tuned power unit engineered by Toyota’s motorsports division for use in top-level racing series such as NASCAR.
E. Toyota sports cars
Toyota sports cars are high-performance, enthusiast-focused vehicles from Toyota, exemplified by models like the Supra and GR86 and often developed or tuned in collaboration with Gazoo Racing.
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: Toyota in international motorsport
Triple: [Toyota works drivers, represent, Toyota in international motorsport]

Generated description

Toyota in international motorsport refers to the Japanese manufacturer’s global racing and rallying activities, including its factory-backed teams and programs in series such as the World Rally Championship, World Endurance Championship, and other top-level competitions.

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

Target entity: Toyota in international motorsport
Target entity description: Toyota in international motorsport refers to the Japanese manufacturer’s global racing and rallying activities, including its factory-backed teams and programs in series such as the World Rally Championship, World Endurance Championship, and other top-level competitions.

A. Toyota works drivers
Toyota works drivers are professional racing drivers contracted to compete for Toyota’s factory-backed motorsport programs, particularly under the Gazoo Racing banner.
B. Toyota Racing Development
Toyota Racing Development is Toyota’s motorsports division responsible for designing, engineering, and supporting the manufacturer’s racing programs across series such as NASCAR, NHRA, and various grassroots competitions.
C. Toyota Racing Series
The Toyota Racing Series is New Zealand’s premier single-seater motorsport championship, known for developing young driving talent on an international stage.
D. Toyota Racing Development engine
The Toyota Racing Development engine is a high-performance, competition-tuned power unit engineered by Toyota’s motorsports division for use in top-level racing series such as NASCAR.
E. Toyota sports cars
Toyota sports cars are high-performance, enthusiast-focused vehicles from Toyota, exemplified by models like the Supra and GR86 and often developed or tuned in collaboration with Gazoo Racing.
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_69d80766a21881909f21a1b7421d3b8a`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69dbafa6ad60819087824e4ac83934ed`	completed	April 12, 2026, 2:43 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f7549dda6481908e9305690488b1af`	completed	May 3, 2026, 1:58 p.m.
NEDg	Description generation	`batch_69f7555173d08190be887e81c148192e`	completed	May 3, 2026, 2:01 p.m.
NED2	Entity disambiguation (via description)	`batch_69f75675df788190b4aa562fe0bc1d75`	completed	May 3, 2026, 2:06 p.m.

Created at: April 9, 2026, 9:44 p.m.