Triple
T22176806
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vista Equity Partners |
E548069
|
entity |
| Predicate | portfolioCompanyExample |
P43497
|
FINISHED |
| Object | Marketo |
—
|
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: Marketo | Statement: [Vista Equity Partners, portfolioCompanyExample, Marketo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marketo Context triple: [Vista Equity Partners, portfolioCompanyExample, Marketo]
-
A.
Marketo
chosen
Marketo is a leading marketing automation software platform that helps businesses manage and optimize digital marketing campaigns and customer engagement.
-
B.
Sprinklr
Sprinklr is a customer experience management and social media analytics software company that helps large enterprises manage and optimize interactions across digital channels.
-
C.
Mailchimp
Mailchimp is a widely used marketing automation and email marketing platform that helps businesses design, send, and analyze digital campaigns.
-
D.
Adobe Marketing Cloud
Adobe Marketing Cloud is a suite of integrated digital marketing tools and analytics services from Adobe that helps businesses manage, measure, and optimize their online marketing efforts.
-
E.
Adobe Campaign
Adobe Campaign is Adobe’s cross-channel marketing automation platform used to design, orchestrate, and measure personalized customer campaigns across email, mobile, and other channels.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: portfolioCompanyExample Context triple: [Vista Equity Partners, portfolioCompanyExample, Marketo]
-
A.
portfolioCompany
chosen
Indicates that one entity is a company in which another entity (typically an investor or investment fund) holds an ownership stake as part of its investment portfolio.
-
B.
featuresCompany
Indicates that one entity prominently presents, highlights, or showcases a company, typically as part of content, listings, or promotional material.
-
C.
publicCompany
Indicates that a company is publicly traded, meaning its ownership shares are available to the general public on one or more stock exchanges.
-
D.
selectedCompany
Indicates that a particular company has been chosen or designated from a set of possible companies.
-
E.
memberCompany
Indicates that a company is formally part of, or affiliated as a member with, a larger organization, group, or association.
- F. None of above.
Provenance (3 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_69e11e3d53f88190a2b690e3f25bb062 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12a6d03488190b29872ff3f436237 |
completed | April 28, 2026, 9:45 p.m. |
| PD | Predicate disambiguation | batch_69e71b41555881909b8e22718974d527 |
completed | April 21, 2026, 6:37 a.m. |
Created at: April 16, 2026, 8:34 p.m.