Triple
T7937436
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IBM Data and AI portfolio |
E184318
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
IBM Consulting services for Data and AI
IBM Consulting services for Data and AI is a professional services offering that helps organizations design, implement, and optimize data and artificial intelligence solutions using IBM technologies and industry best practices.
|
E184318
|
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: IBM Consulting services for Data and AI | Statement: [IBM Data and AI portfolio, hasComponent, IBM Consulting services for Data and AI]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IBM Consulting services for Data and AI Context triple: [IBM Data and AI portfolio, hasComponent, IBM Consulting services for Data and AI]
-
A.
IBM Data and AI portfolio
The IBM Data and AI portfolio is a comprehensive suite of data management, analytics, and artificial intelligence products and services designed to help organizations collect, organize, and analyze data at scale.
-
B.
C3.ai
C3.ai is an enterprise artificial intelligence software company that provides a platform and applications for developing, deploying, and operating large-scale AI, predictive analytics, and IoT solutions for businesses and governments.
-
C.
Einstein AI
Einstein AI is Salesforce’s integrated artificial intelligence platform that powers predictive analytics, automation, and intelligent insights across its CRM ecosystem.
-
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.
Cloud Intelligence Group
Cloud Intelligence Group is Alibaba Group’s cloud computing and artificial intelligence arm, providing cloud infrastructure, data intelligence, and related digital services.
- 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: IBM Consulting services for Data and AI Triple: [IBM Data and AI portfolio, hasComponent, IBM Consulting services for Data and AI]
Generated description
IBM Consulting services for Data and AI is a professional services offering that helps organizations design, implement, and optimize data and artificial intelligence solutions using IBM technologies and industry best practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IBM Consulting services for Data and AI Target entity description: IBM Consulting services for Data and AI is a professional services offering that helps organizations design, implement, and optimize data and artificial intelligence solutions using IBM technologies and industry best practices.
-
A.
IBM Data and AI portfolio
chosen
The IBM Data and AI portfolio is a comprehensive suite of data management, analytics, and artificial intelligence products and services designed to help organizations collect, organize, and analyze data at scale.
-
B.
C3.ai
C3.ai is an enterprise artificial intelligence software company that provides a platform and applications for developing, deploying, and operating large-scale AI, predictive analytics, and IoT solutions for businesses and governments.
-
C.
Einstein AI
Einstein AI is Salesforce’s integrated artificial intelligence platform that powers predictive analytics, automation, and intelligent insights across its CRM ecosystem.
-
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.
Cloud Intelligence Group
Cloud Intelligence Group is Alibaba Group’s cloud computing and artificial intelligence arm, providing cloud infrastructure, data intelligence, and related digital services.
- F. None of above.
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_69ca8290c21c8190906a5ca6fe2b03c4 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3aef2394819086eea1f6ab117aed |
completed | March 31, 2026, 3:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5c0a96ac819099ad30fb925eb329 |
completed | March 31, 2026, 5:30 a.m. |
| NEDg | Description generation | batch_69cb7634f4dc8190b5e537f24bccd651 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbb67e77a48190b93c6ba61becfac4 |
completed | March 31, 2026, 11:56 a.m. |
Created at: March 30, 2026, 5:08 p.m.