Triple

T18301330

Position	Surface form	Disambiguated ID	Type / Status
Subject	Bill Gross	`E438363`	entity
Predicate	founded	`P104`	FINISHED
Object	GNP Loudspeakers	`—`	NE NERFINISHED

How this triple was built (3 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: GNP Loudspeakers | Statement: [Bill Gross, founded, GNP Loudspeakers]

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

Target entity: GNP Loudspeakers
Context triple: [Bill Gross, founded, GNP Loudspeakers]

A. Bose 901 loudspeaker system
The Bose 901 loudspeaker system is a pioneering high-fidelity speaker introduced in 1968 that became famous for its unconventional design using multiple drivers and reflected sound to create a spacious, concert-like listening experience.
B. Gold Star Speaker
"Gold Star Speaker" is a song by the American alternative rock band Remy Zero, known for their emotive, atmospheric sound.
C. Marshall amplifiers
Marshall amplifiers are a renowned brand of British guitar amplifiers famous for their powerful, distinctive rock tone and widespread use by legendary guitarists.
D. Nagata Acoustics
Nagata Acoustics is a renowned Japanese acoustic consulting firm known worldwide for designing the sound environments of major concert halls and performing arts centers.
E. Smith Sound
Smith Sound is a narrow Arctic waterway between Greenland and Ellesmere Island that forms part of the connection between Baffin Bay and the Arctic Ocean.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

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

Target entity: GNP Loudspeakers
Target entity description: GNP Loudspeakers is an audio equipment company known for designing and manufacturing high-fidelity loudspeakers.

A. Bose 901 loudspeaker system
The Bose 901 loudspeaker system is a pioneering high-fidelity speaker introduced in 1968 that became famous for its unconventional design using multiple drivers and reflected sound to create a spacious, concert-like listening experience.
B. Gold Star Speaker
"Gold Star Speaker" is a song by the American alternative rock band Remy Zero, known for their emotive, atmospheric sound.
C. Marshall amplifiers
Marshall amplifiers are a renowned brand of British guitar amplifiers famous for their powerful, distinctive rock tone and widespread use by legendary guitarists.
D. Nagata Acoustics
Nagata Acoustics is a renowned Japanese acoustic consulting firm known worldwide for designing the sound environments of major concert halls and performing arts centers.
E. Smith Sound
Smith Sound is a narrow Arctic waterway between Greenland and Ellesmere Island that forms part of the connection between Baffin Bay and the Arctic Ocean.
F. None of above. chosen

Provenance (2 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_69d8b915e3e881909125d760c15d0c29`	completed	April 10, 2026, 8:47 a.m.
NER	Named-entity recognition	`batch_69e5017f63dc819083a675d570620f2f`	completed	April 19, 2026, 4:23 p.m.

Created at: April 10, 2026, 10:35 a.m.