Triple
T18325644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TIBCO Software |
E438997
|
entity |
| Predicate | hasProduct |
P3585
|
FINISHED |
| Object |
TIBCO Enterprise Message Service
TIBCO Enterprise Message Service is a high-performance, standards-based messaging middleware platform that enables reliable, asynchronous communication and integration between distributed applications and systems.
|
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 Enterprise Message Service | Statement: [TIBCO Software, hasProduct, TIBCO Enterprise Message Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TIBCO Enterprise Message Service Context triple: [TIBCO Software, hasProduct, TIBCO Enterprise Message Service]
-
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.
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).
-
C.
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.
-
D.
ActiveMQ
ActiveMQ is an open-source message broker written in Java that supports multiple messaging protocols and enables reliable, asynchronous communication between distributed applications.
-
E.
JMS
JMS is the commonly used abbreviation for J. Michael Straczynski, an American writer and producer best known for creating the science fiction television series "Babylon 5."
- 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 Enterprise Message Service Triple: [TIBCO Software, hasProduct, TIBCO Enterprise Message Service]
Generated description
TIBCO Enterprise Message Service is a high-performance, standards-based messaging middleware platform that enables reliable, asynchronous communication and integration between distributed applications and systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TIBCO Enterprise Message Service Target entity description: TIBCO Enterprise Message Service is a high-performance, standards-based messaging middleware platform that enables reliable, asynchronous communication and integration between distributed applications and systems.
-
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.
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).
-
C.
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.
-
D.
ActiveMQ
ActiveMQ is an open-source message broker written in Java that supports multiple messaging protocols and enables reliable, asynchronous communication between distributed applications.
-
E.
JMS
JMS is the commonly used abbreviation for J. Michael Straczynski, an American writer and producer best known for creating the science fiction television series "Babylon 5."
- 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.