Triple
T22176812
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vista Equity Partners |
E548069
|
entity |
| Predicate | portfolioCompanyExample |
P43497
|
FINISHED |
| Object |
Jama Software
Jama Software is a company that provides requirements management and product development software to help organizations design, build, and deliver complex products and systems.
|
E1523245
|
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: Jama Software | Statement: [Vista Equity Partners, portfolioCompanyExample, Jama Software]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jama Software Context triple: [Vista Equity Partners, portfolioCompanyExample, Jama Software]
-
A.
Appirio
Appirio is a cloud services and consulting company known for helping enterprises implement and optimize platforms like Salesforce and Workday.
-
B.
Atlassian
Atlassian is an Australian software company best known for its collaboration and productivity tools for software development and project management, including Jira, Confluence, and Bitbucket.
-
C.
Ultimate Software
Ultimate Software was a leading American provider of cloud-based human capital management and payroll software solutions for businesses.
-
D.
Jam Software
Jam Software was the original name of Naughty Dog, the acclaimed American video game developer known for franchises like Crash Bandicoot, Uncharted, and The Last of Us.
-
E.
Tasktop Technologies
Tasktop Technologies is a software company specializing in value stream management and integration solutions that help large organizations optimize and connect their software delivery toolchains.
- 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: Jama Software Triple: [Vista Equity Partners, portfolioCompanyExample, Jama Software]
Generated description
Jama Software is a company that provides requirements management and product development software to help organizations design, build, and deliver complex products and systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jama Software Target entity description: Jama Software is a company that provides requirements management and product development software to help organizations design, build, and deliver complex products and systems.
-
A.
Appirio
Appirio is a cloud services and consulting company known for helping enterprises implement and optimize platforms like Salesforce and Workday.
-
B.
Atlassian
Atlassian is an Australian software company best known for its collaboration and productivity tools for software development and project management, including Jira, Confluence, and Bitbucket.
-
C.
Ultimate Software
Ultimate Software was a leading American provider of cloud-based human capital management and payroll software solutions for businesses.
-
D.
Jam Software
Jam Software was the original name of Naughty Dog, the acclaimed American video game developer known for franchises like Crash Bandicoot, Uncharted, and The Last of Us.
-
E.
Tasktop Technologies
Tasktop Technologies is a software company specializing in value stream management and integration solutions that help large organizations optimize and connect their software delivery toolchains.
- 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.