Triple
T10104868
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IBM Integration Bus |
E216290
|
entity |
| Predicate | toolkitName |
P92445
|
FINISHED |
| Object |
IBM Integration Toolkit
IBM Integration Toolkit is an Eclipse-based development environment used to design, develop, test, and deploy message flows and integration solutions for IBM Integration Bus.
|
E841946
|
NE FINISHED |
How this triple was built (5 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 Integration Toolkit | Statement: [IBM Integration Bus, toolkitName, IBM Integration Toolkit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IBM Integration Toolkit Context triple: [IBM Integration Bus, toolkitName, IBM Integration Toolkit]
-
A.
IBM Integration Bus
IBM Integration Bus is an enterprise service bus (ESB) from IBM that enables integration and transformation of data and services across diverse applications, systems, and protocols.
-
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 SDK for Java
IBM SDK for Java is IBM’s implementation of the Java platform, providing a Java runtime environment and development tools optimized for IBM systems and enterprise use.
-
D.
IBM Rational portfolio
IBM Rational portfolio is a suite of IBM software development and lifecycle management tools designed to support requirements, design, development, testing, and project governance across the application lifecycle.
-
E.
IBM WebSphere
IBM WebSphere is a suite of enterprise middleware and application server software designed to build, deploy, and integrate large-scale Java-based web and business applications.
- 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 Integration Toolkit Triple: [IBM Integration Bus, toolkitName, IBM Integration Toolkit]
Generated description
IBM Integration Toolkit is an Eclipse-based development environment used to design, develop, test, and deploy message flows and integration solutions for IBM Integration Bus.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IBM Integration Toolkit Target entity description: IBM Integration Toolkit is an Eclipse-based development environment used to design, develop, test, and deploy message flows and integration solutions for IBM Integration Bus.
-
A.
IBM Integration Bus
IBM Integration Bus is an enterprise service bus (ESB) from IBM that enables integration and transformation of data and services across diverse applications, systems, and protocols.
-
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 SDK for Java
IBM SDK for Java is IBM’s implementation of the Java platform, providing a Java runtime environment and development tools optimized for IBM systems and enterprise use.
-
D.
IBM Rational portfolio
IBM Rational portfolio is a suite of IBM software development and lifecycle management tools designed to support requirements, design, development, testing, and project governance across the application lifecycle.
-
E.
IBM WebSphere
IBM WebSphere is a suite of enterprise middleware and application server software designed to build, deploy, and integrate large-scale Java-based web and business applications.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: toolkitName Context triple: [IBM Integration Bus, toolkitName, IBM Integration Toolkit]
-
A.
toolIn
Indicates that one entity is a tool or instrument used in or associated with another entity or context.
-
B.
toolType
Indicates the specific kind or category of tool associated with an entity.
-
C.
toolDeveloperFor
Indicates that one entity is the creator or developer of a tool that is used by or associated with another entity.
-
D.
toolDescribed
Indicates that one entity provides a description or explanation of a tool associated with another entity.
-
E.
toolkitDownloadURL
Indicates the web address from which a specific toolkit can be downloaded.
- F. None of above. chosen
Provenance (7 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_69ca83d039f08190b9d10363221c69fb |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cdd09dde888190bb550a3cd0b204fe |
completed | April 2, 2026, 2:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2cbf9ffb88190a87833d6fe080950 |
completed | April 5, 2026, 8:54 p.m. |
| NEDg | Description generation | batch_69d2cd8d611c81909085b3290eb54d16 |
completed | April 5, 2026, 9:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2ce686da48190b32a2053b94f1d48 |
completed | April 5, 2026, 9:04 p.m. |
| PD | Predicate disambiguation | batch_69cd4b9b853c8190a2af993ce9b21309 |
completed | April 1, 2026, 4:45 p.m. |
| PDg | Predicate description generation | batch_69cd5150ae98819086c4f822114b4e2c |
completed | April 1, 2026, 5:09 p.m. |
Created at: March 30, 2026, 9:03 p.m.