Triple

T17935858

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cutco Corporation	`E448463`	entity
Predicate	hasSubsidiary	`P254`	FINISHED
Object	Vector Marketing	`—`	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: Vector Marketing | Statement: [Cutco Corporation, hasSubsidiary, Vector Marketing]

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

Target entity: Vector Marketing
Context triple: [Cutco Corporation, hasSubsidiary, Vector Marketing]

A. Zoho Campaigns
Zoho Campaigns is an email marketing and automation platform that helps businesses design, send, and track targeted email campaigns.
B. Audience Builder
Audience Builder is a Marketing Cloud feature that lets users define, segment, and manage audiences based on customer data and behaviors for targeted campaigns.
C. Marketo
Marketo is a leading marketing automation software platform that helps businesses manage and optimize digital marketing campaigns and customer engagement.
D. Reach Media
Reach Media is a U.S.-based media company known for producing and syndicating urban-focused radio programming and digital content, including popular nationally syndicated shows.
E. Marketing Cloud
Marketing Cloud is Salesforce’s digital marketing platform that enables businesses to plan, personalize, and automate customer engagement across email, mobile, social, and other channels.
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: Vector Marketing
Target entity description: Vector Marketing is a direct sales company best known for recruiting independent representatives, often students, to sell Cutco kitchen knives through in-home demonstrations.

A. Zoho Campaigns
Zoho Campaigns is an email marketing and automation platform that helps businesses design, send, and track targeted email campaigns.
B. Audience Builder
Audience Builder is a Marketing Cloud feature that lets users define, segment, and manage audiences based on customer data and behaviors for targeted campaigns.
C. Marketo
Marketo is a leading marketing automation software platform that helps businesses manage and optimize digital marketing campaigns and customer engagement.
D. Reach Media
Reach Media is a U.S.-based media company known for producing and syndicating urban-focused radio programming and digital content, including popular nationally syndicated shows.
E. Marketing Cloud
Marketing Cloud is Salesforce’s digital marketing platform that enables businesses to plan, personalize, and automate customer engagement across email, mobile, social, and other channels.
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_69d8b9f79d14819095540856928f0e25`	completed	April 10, 2026, 8:51 a.m.
NER	Named-entity recognition	`batch_69e4a55536e0819083dcfc4be71d447a`	completed	April 19, 2026, 9:50 a.m.

Created at: April 10, 2026, 10:21 a.m.