Triple
T7937433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IBM Data and AI portfolio |
E184318
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
IBM DataOps solutions
IBM DataOps solutions are a suite of tools and practices from IBM that streamline, govern, and automate data pipelines to deliver reliable, high-quality data for analytics and AI at scale.
|
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 DataOps solutions | Statement: [IBM Data and AI portfolio, hasComponent, IBM DataOps solutions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IBM DataOps solutions Context triple: [IBM Data and AI portfolio, hasComponent, IBM DataOps solutions]
-
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.
IBM Jazz platform
The IBM Jazz platform is an extensible, collaborative software development environment that provides integrated lifecycle management tools for teams using IBM Rational solutions.
-
C.
IBM Cloud
IBM Cloud is a hybrid cloud computing platform and suite of services from IBM that provides infrastructure, platform, and AI capabilities for enterprises.
-
D.
IBM Tivoli management software
IBM Tivoli management software is a suite of IT service and systems management tools from IBM designed to monitor, automate, and optimize enterprise infrastructure and applications.
-
E.
IBM Rational Insight
IBM Rational Insight is a performance management and reporting tool that provides analytics and dashboards for software and systems development projects.
- 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 DataOps solutions Triple: [IBM Data and AI portfolio, hasComponent, IBM DataOps solutions]
Generated description
IBM DataOps solutions are a suite of tools and practices from IBM that streamline, govern, and automate data pipelines to deliver reliable, high-quality data for analytics and AI at scale.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IBM DataOps solutions Target entity description: IBM DataOps solutions are a suite of tools and practices from IBM that streamline, govern, and automate data pipelines to deliver reliable, high-quality data for analytics and AI at scale.
-
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.
IBM Jazz platform
The IBM Jazz platform is an extensible, collaborative software development environment that provides integrated lifecycle management tools for teams using IBM Rational solutions.
-
C.
IBM Cloud
IBM Cloud is a hybrid cloud computing platform and suite of services from IBM that provides infrastructure, platform, and AI capabilities for enterprises.
-
D.
IBM Tivoli management software
IBM Tivoli management software is a suite of IT service and systems management tools from IBM designed to monitor, automate, and optimize enterprise infrastructure and applications.
-
E.
IBM Rational Insight
IBM Rational Insight is a performance management and reporting tool that provides analytics and dashboards for software and systems development projects.
- 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.