Triple
T18325643
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TIBCO Software |
E438997
|
entity |
| Predicate | hasProduct |
P3585
|
FINISHED |
| Object |
TIBCO BusinessWorks
TIBCO BusinessWorks is an enterprise integration and orchestration platform that enables organizations to connect applications, services, and data through graphical, model-driven development.
|
E438997
|
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: TIBCO BusinessWorks | Statement: [TIBCO Software, hasProduct, TIBCO BusinessWorks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TIBCO BusinessWorks Context triple: [TIBCO Software, hasProduct, TIBCO BusinessWorks]
-
A.
TIBCO Software
TIBCO Software is an enterprise software company known for its real-time data integration, analytics, and event-processing solutions for businesses.
-
B.
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.
-
C.
AquaLogic Enterprise Service Bus
AquaLogic Enterprise Service Bus is a middleware platform that enables integration and orchestration of services and applications within a service-oriented architecture (SOA).
-
D.
BPEL
BPEL (Business Process Execution Language) is an XML-based language used to define and orchestrate business processes and web services interactions in a standardized, executable form.
-
E.
IBM InfoSphere DataStage
IBM InfoSphere DataStage is an enterprise ETL and data integration platform used to design, develop, and run jobs that move and transform data across heterogeneous systems.
- 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: TIBCO BusinessWorks Triple: [TIBCO Software, hasProduct, TIBCO BusinessWorks]
Generated description
TIBCO BusinessWorks is an enterprise integration and orchestration platform that enables organizations to connect applications, services, and data through graphical, model-driven development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TIBCO BusinessWorks Target entity description: TIBCO BusinessWorks is an enterprise integration and orchestration platform that enables organizations to connect applications, services, and data through graphical, model-driven development.
-
A.
TIBCO Software
chosen
TIBCO Software is an enterprise software company known for its real-time data integration, analytics, and event-processing solutions for businesses.
-
B.
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.
-
C.
AquaLogic Enterprise Service Bus
AquaLogic Enterprise Service Bus is a middleware platform that enables integration and orchestration of services and applications within a service-oriented architecture (SOA).
-
D.
BPEL
BPEL (Business Process Execution Language) is an XML-based language used to define and orchestrate business processes and web services interactions in a standardized, executable form.
-
E.
IBM InfoSphere DataStage
IBM InfoSphere DataStage is an enterprise ETL and data integration platform used to design, develop, and run jobs that move and transform data across heterogeneous systems.
- 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_69d8b916a2d081909e249e4902f6aad9 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e50aaa66ac819082ec718e8329e0cc |
completed | April 19, 2026, 5:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03c4ca13c881909d74489622f3a9a9 |
completed | May 13, 2026, 12:24 a.m. |
| NEDg | Description generation | batch_6a03c5a12da88190babe36d475b54994 |
completed | May 13, 2026, 12:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03c63ec8c48190bad47d423ab2cfe7 |
completed | May 13, 2026, 12:30 a.m. |
Created at: April 10, 2026, 10:36 a.m.