Triple
T12974980
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IBM HTTP Server |
E321499
|
entity |
| Predicate | designedFor |
P98
|
FINISHED |
| Object |
IBM middleware
IBM middleware is a suite of software products from IBM that provide integration, messaging, application serving, and connectivity services between applications, systems, and users in enterprise IT environments.
|
E841948
|
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 middleware | Statement: [IBM HTTP Server, designedFor, IBM middleware]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IBM middleware Context triple: [IBM HTTP Server, designedFor, IBM middleware]
-
A.
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.
-
B.
IBM integration portfolio
IBM integration portfolio is IBM’s suite of tools and platforms designed to connect applications, data, and services across hybrid and multi-cloud environments.
-
C.
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.
-
D.
IBM MQ
IBM MQ is an enterprise-grade messaging middleware that enables reliable, secure, and asynchronous communication between distributed applications and systems.
-
E.
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.
- 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 middleware Triple: [IBM HTTP Server, designedFor, IBM middleware]
Generated description
IBM middleware is a suite of software products from IBM that provide integration, messaging, application serving, and connectivity services between applications, systems, and users in enterprise IT environments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IBM middleware Target entity description: IBM middleware is a suite of software products from IBM that provide integration, messaging, application serving, and connectivity services between applications, systems, and users in enterprise IT environments.
-
A.
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.
-
B.
IBM integration portfolio
chosen
IBM integration portfolio is IBM’s suite of tools and platforms designed to connect applications, data, and services across hybrid and multi-cloud environments.
-
C.
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.
-
D.
IBM MQ
IBM MQ is an enterprise-grade messaging middleware that enables reliable, secure, and asynchronous communication between distributed applications and systems.
-
E.
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.
- 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_69d80763bd6c819094437da5b20b01d2 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e4322c08190abd43daadf16097f |
completed | April 10, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8ec821c81909398d8e02d69dcbf |
completed | May 3, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69f6b9dc31ec819093c89ff0a1ccbfa1 |
completed | May 3, 2026, 2:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6baacd7548190af5514923a0dee26 |
completed | May 3, 2026, 3:02 a.m. |
Created at: April 9, 2026, 8:37 p.m.