Triple
T8202675
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zoho Corporation |
E191615
|
entity |
| Predicate | offers |
P178
|
FINISHED |
| Object |
Zoho Analytics
Zoho Analytics is a cloud-based business intelligence and data analytics platform that enables users to visualize data, create reports and dashboards, and derive insights for decision-making.
|
E719298
|
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: Zoho Analytics | Statement: [Zoho Corporation, offers, Zoho Analytics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zoho Analytics Context triple: [Zoho Corporation, offers, Zoho Analytics]
-
A.
Quick BI
Quick BI is Alibaba Cloud’s business intelligence and data analytics platform that enables users to visualize, analyze, and share insights from their data.
-
B.
Data Studio
Data Studio is Google's free data visualization and business intelligence tool that lets users create interactive, shareable reports and dashboards from multiple data sources.
-
C.
Oracle Analytics Cloud
Oracle Analytics Cloud is a cloud-based analytics and business intelligence platform from Oracle that enables data preparation, visualization, reporting, and advanced analytics across enterprise data sources.
-
D.
Business Intelligence Development Studio
Business Intelligence Development Studio was Microsoft's former integrated development environment for creating SQL Server business intelligence solutions, including SSIS, SSAS, and SSRS projects.
-
E.
IBM Cognos Analytics
IBM Cognos Analytics is a business intelligence and data analytics platform that enables users to visualize, explore, and report on data for informed decision-making.
- 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: Zoho Analytics Triple: [Zoho Corporation, offers, Zoho Analytics]
Generated description
Zoho Analytics is a cloud-based business intelligence and data analytics platform that enables users to visualize data, create reports and dashboards, and derive insights for decision-making.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zoho Analytics Target entity description: Zoho Analytics is a cloud-based business intelligence and data analytics platform that enables users to visualize data, create reports and dashboards, and derive insights for decision-making.
-
A.
Quick BI
Quick BI is Alibaba Cloud’s business intelligence and data analytics platform that enables users to visualize, analyze, and share insights from their data.
-
B.
Data Studio
Data Studio is Google's free data visualization and business intelligence tool that lets users create interactive, shareable reports and dashboards from multiple data sources.
-
C.
Oracle Analytics Cloud
Oracle Analytics Cloud is a cloud-based analytics and business intelligence platform from Oracle that enables data preparation, visualization, reporting, and advanced analytics across enterprise data sources.
-
D.
Business Intelligence Development Studio
Business Intelligence Development Studio was Microsoft's former integrated development environment for creating SQL Server business intelligence solutions, including SSIS, SSAS, and SSRS projects.
-
E.
IBM Cognos Analytics
IBM Cognos Analytics is a business intelligence and data analytics platform that enables users to visualize, explore, and report on data for informed decision-making.
- 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_69ca82c7f3e08190857bf1fc63b2a10c |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb5df84b108190b4407a72a3500af9 |
completed | March 31, 2026, 5:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccedcb45d0819099c13bd455526974 |
completed | April 1, 2026, 10:04 a.m. |
| NEDg | Description generation | batch_69ccf1b818588190936f96d53bf08c2b |
completed | April 1, 2026, 10:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd05c2059081908bd04ee4722f9aad |
completed | April 1, 2026, 11:47 a.m. |
Created at: March 30, 2026, 5:43 p.m.