Triple
T22176807
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vista Equity Partners |
E548069
|
entity |
| Predicate | portfolioCompanyExample |
P43497
|
FINISHED |
| Object |
Ping Identity
Ping Identity is a cybersecurity company specializing in identity and access management solutions that help enterprises securely authenticate and manage users across applications and services.
|
E1523242
|
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: Ping Identity | Statement: [Vista Equity Partners, portfolioCompanyExample, Ping Identity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ping Identity Context triple: [Vista Equity Partners, portfolioCompanyExample, Ping Identity]
-
A.
Okta
Okta is a cloud-based identity and access management platform that provides secure single sign-on, authentication, and user management for applications and services.
-
B.
SailPoint Technologies
SailPoint Technologies is a cybersecurity company specializing in identity and access management solutions for enterprises.
-
C.
Duo Security
Duo Security is a cybersecurity company best known for its cloud-based multi-factor authentication and zero-trust access solutions.
-
D.
Entrust Technologies
Entrust Technologies is a cybersecurity company known for developing encryption and data protection solutions, including contributions to symmetric-key block cipher design.
-
E.
Identity-Aware Proxy
Identity-Aware Proxy is a Google Cloud security service that controls access to web applications and services by enforcing user identity and context-aware access policies.
- 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: Ping Identity Triple: [Vista Equity Partners, portfolioCompanyExample, Ping Identity]
Generated description
Ping Identity is a cybersecurity company specializing in identity and access management solutions that help enterprises securely authenticate and manage users across applications and services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ping Identity Target entity description: Ping Identity is a cybersecurity company specializing in identity and access management solutions that help enterprises securely authenticate and manage users across applications and services.
-
A.
Okta
Okta is a cloud-based identity and access management platform that provides secure single sign-on, authentication, and user management for applications and services.
-
B.
SailPoint Technologies
SailPoint Technologies is a cybersecurity company specializing in identity and access management solutions for enterprises.
-
C.
Duo Security
Duo Security is a cybersecurity company best known for its cloud-based multi-factor authentication and zero-trust access solutions.
-
D.
Entrust Technologies
Entrust Technologies is a cybersecurity company known for developing encryption and data protection solutions, including contributions to symmetric-key block cipher design.
-
E.
Identity-Aware Proxy
Identity-Aware Proxy is a Google Cloud security service that controls access to web applications and services by enforcing user identity and context-aware access policies.
- 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_69e11e3d53f88190a2b690e3f25bb062 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12a6d03488190b29872ff3f436237 |
completed | April 28, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a9ec8ab7c81908eaa85092ce658c1 |
completed | May 18, 2026, 5:08 a.m. |
| NEDg | Description generation | batch_6a0a9f494f3c8190aee8f2e6dc1af763 |
completed | May 18, 2026, 5:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0aa03a8e0c819089dc48473b5b743c |
completed | May 18, 2026, 5:14 a.m. |
Created at: April 16, 2026, 8:34 p.m.