Triple

T21760106

Position	Surface form	Disambiguated ID	Type / Status
Subject	Marshall amplifiers	`E537139`	entity
Predicate	hasNotableModel	`P1503`	FINISHED
Object	Marshall Code series	`—`	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: Marshall Code series | Statement: [Marshall amplifiers, hasNotableModel, Marshall Code series]

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

Target entity: Marshall Code series
Context triple: [Marshall amplifiers, hasNotableModel, Marshall Code series]

A. Marshall Trilogy
The Marshall Trilogy is a foundational set of three early 19th-century U.S. Supreme Court decisions that defined the legal status and sovereignty of Native American tribes within the United States.
B. The Marshall Suite
The Marshall Suite is a 1999 studio album by the English post-punk band The Fall, noted for its eclectic mix of rockabilly, dub, and experimental sounds.
C. M-Code
M-Code is an advanced, encrypted military GPS signal designed to provide more secure and jam-resistant positioning and navigation for authorized users.
D. The Code
"The Code" is a poem by Robert Frost featured in his collection *North of Boston*, reflecting his characteristic exploration of rural New England life and moral complexity.
E. The Code
"The Code" is a track from The Game's 2019 studio album "Born 2 Rap," showcasing his West Coast hip-hop style and reflective lyricism.
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: Marshall Code series
Target entity description: The Marshall Code series is a line of digital modeling guitar amplifiers that emulates classic Marshall tones while offering extensive programmable features and connectivity.

A. Marshall Trilogy
The Marshall Trilogy is a foundational set of three early 19th-century U.S. Supreme Court decisions that defined the legal status and sovereignty of Native American tribes within the United States.
B. The Marshall Suite
The Marshall Suite is a 1999 studio album by the English post-punk band The Fall, noted for its eclectic mix of rockabilly, dub, and experimental sounds.
C. M-Code
M-Code is an advanced, encrypted military GPS signal designed to provide more secure and jam-resistant positioning and navigation for authorized users.
D. The Code
"The Code" is a poem by Robert Frost featured in his collection *North of Boston*, reflecting his characteristic exploration of rural New England life and moral complexity.
E. The Code
"The Code" is a track from The Game's 2019 studio album "Born 2 Rap," showcasing his West Coast hip-hop style and reflective lyricism.
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_69e0c46f5d1c8190bf830409e98464e5`	completed	April 16, 2026, 11:13 a.m.
NER	Named-entity recognition	`batch_69f01d90eaa081909fce0549a9df1bf0`	completed	April 28, 2026, 2:38 a.m.

Created at: April 16, 2026, 6:50 p.m.