Triple
T4278387
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MuleSoft |
E97094
|
entity |
| Predicate | industry |
P71
|
FINISHED |
| Object |
iPaaS
iPaaS (Integration Platform as a Service) is a cloud-based suite of tools that enables organizations to integrate applications, data, and processes across on-premises and cloud environments.
|
E427630
|
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: iPaaS | Statement: [MuleSoft, industry, iPaaS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: iPaaS Context triple: [MuleSoft, industry, iPaaS]
-
A.
IBM API Connect
IBM API Connect is an API management platform that enables organizations to create, secure, manage, and socialize APIs across cloud and on-premises environments.
-
B.
Azure Logic Apps
Azure Logic Apps is a cloud-based service for building and running automated workflows that integrate apps, data, services, and systems through a visual designer and prebuilt connectors.
-
C.
Apigee
Apigee is an API management platform that provides tools for designing, securing, analyzing, and scaling application programming interfaces for enterprises.
-
D.
Lambda platform
The Lambda platform is General Motors' unibody architecture used for its large crossover SUVs and minivans, underpinning models like the Chevrolet Traverse, GMC Acadia, and Buick Enclave.
-
E.
MuleSoft
MuleSoft is an integration and API management platform that helps organizations connect applications, data, and devices across cloud and on-premises environments.
- 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: iPaaS Triple: [MuleSoft, industry, iPaaS]
Generated description
iPaaS (Integration Platform as a Service) is a cloud-based suite of tools that enables organizations to integrate applications, data, and processes across on-premises and cloud environments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: iPaaS Target entity description: iPaaS (Integration Platform as a Service) is a cloud-based suite of tools that enables organizations to integrate applications, data, and processes across on-premises and cloud environments.
-
A.
IBM API Connect
IBM API Connect is an API management platform that enables organizations to create, secure, manage, and socialize APIs across cloud and on-premises environments.
-
B.
Azure Logic Apps
Azure Logic Apps is a cloud-based service for building and running automated workflows that integrate apps, data, services, and systems through a visual designer and prebuilt connectors.
-
C.
Apigee
Apigee is an API management platform that provides tools for designing, securing, analyzing, and scaling application programming interfaces for enterprises.
-
D.
Lambda platform
The Lambda platform is General Motors' unibody architecture used for its large crossover SUVs and minivans, underpinning models like the Chevrolet Traverse, GMC Acadia, and Buick Enclave.
-
E.
MuleSoft
MuleSoft is an integration and API management platform that helps organizations connect applications, data, and devices across cloud and on-premises environments.
- 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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b350201ac88190b9d8980da5f0d03d |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7b708b481908c1683741f84ee55 |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5bb84ed808190891f2a75296c11c6 |
completed | March 14, 2026, 7:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5bc392228819089fe64b55bb572cc |
completed | March 14, 2026, 7:51 p.m. |
Created at: March 12, 2026, 11:07 p.m.