Triple
T7938612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Katello |
E184339
|
entity |
| Predicate | usesMessageBroker |
P27590
|
FINISHED |
| Object | Qpid |
E699738
|
NE FINISHED |
How this triple was built (3 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: Qpid | Statement: [Katello, usesMessageBroker, Qpid]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qpid Context triple: [Katello, usesMessageBroker, Qpid]
-
A.
Qpid
chosen
Qpid is an open-source messaging system implementing the AMQP protocol, commonly used as a message broker in distributed and cloud-based applications.
-
B.
RabbitMQ
RabbitMQ is an open-source message broker that implements the Advanced Message Queuing Protocol (AMQP) to enable reliable, scalable communication between distributed applications and services.
-
C.
ActiveMQ
ActiveMQ is an open-source message broker written in Java that supports multiple messaging protocols and enables reliable, asynchronous communication between distributed applications.
-
D.
AMQP
AMQP (Advanced Message Queuing Protocol) is an open standard application layer protocol for message-oriented middleware that enables reliable, interoperable messaging between distributed systems.
-
E.
JMS
JMS (Java Message Service) is a Java API specification that enables applications to create, send, receive, and read messages in a loosely coupled, asynchronous, and reliable messaging system.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: usesMessageBroker Context triple: [Katello, usesMessageBroker, Qpid]
-
A.
hasMessageSender
Indicates that one entity is the sender or originator of a given message.
-
B.
hasBroadcaster
Indicates that an entity is associated with or transmitted by a particular broadcaster or broadcasting organization.
-
C.
hasMessenger
chosen
Indicates that one entity uses or is associated with another entity as a messenger or intermediary for communication.
-
D.
hasProducer
Indicates that one entity serves as the producer or creator responsible for making or manufacturing another entity.
-
E.
usesSignalingChannel
Indicates that one entity communicates or exchanges information with another through a specific signaling channel or medium.
- F. None of above.
Provenance (4 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_69cb3af0a2048190838d1aeda59fda0b |
completed | March 31, 2026, 3:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe019a094819082baecdcb007c84f |
completed | March 31, 2026, 2:54 p.m. |
| PD | Predicate disambiguation | batch_69cae93526d081909303265bf60419fd |
completed | March 30, 2026, 9:20 p.m. |
Created at: March 30, 2026, 5:08 p.m.