Triple
T7937419
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IBM Data and AI portfolio |
E184318
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object | IBM Master Data Management |
E524388
|
NE FINISHED |
How this triple was built (2 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 Master Data Management | Statement: [IBM Data and AI portfolio, hasComponent, IBM Master Data Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IBM Master Data Management Context triple: [IBM Data and AI portfolio, hasComponent, IBM Master Data Management]
-
A.
Master Data Services
Master Data Services is a SQL Server component for managing, governing, and maintaining consistent master data across an organization’s systems and applications.
-
B.
IBM Enterprise Marketing Management
IBM Enterprise Marketing Management is a suite of integrated software solutions designed to help enterprises plan, execute, and analyze multichannel marketing campaigns and customer interactions.
-
C.
IBM Rational Insight
IBM Rational Insight is a performance management and reporting tool that provides analytics and dashboards for software and systems development projects.
-
D.
Unified Data Management
chosen
Unified Data Management is an approach or system that centrally governs, integrates, and controls access to an organization’s data assets across a unified repository.
-
E.
Oracle Hyperion Planning
Oracle Hyperion Planning is an enterprise planning, budgeting, and forecasting application that supports financial and operational planning processes across organizations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: March 30, 2026, 5:08 p.m.