Triple
T1793548
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | JMS |
E39551
|
entity |
| Predicate | defines |
P264
|
FINISHED |
| Object |
MessageProducer interface
The MessageProducer interface is a core JMS API component used by clients to create and send messages to destinations such as queues or topics in a messaging system.
|
E200591
|
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: MessageProducer interface | Statement: [JMS, defines, MessageProducer interface]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MessageProducer interface Context triple: [JMS, defines, MessageProducer interface]
-
A.
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.
-
B.
Interface Message Processor
The Interface Message Processor was the pioneering packet-switching node that formed the backbone of the early ARPANET, serving as a precursor to modern internet routers.
-
C.
MSMQ
MSMQ (Microsoft Message Queuing) is a Microsoft messaging technology that enables reliable, asynchronous communication between distributed applications by queuing messages.
-
D.
Message Processing Model
The Message Processing Model is a component of the SNMP architecture that specifies how management protocol messages are generated, received, and processed within the SNMP engine.
-
E.
MQ
MQ is a German vehicle registration code assigned to the Saalekreis district in the state of Saxony-Anhalt.
- 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: MessageProducer interface Triple: [JMS, defines, MessageProducer interface]
Generated description
The MessageProducer interface is a core JMS API component used by clients to create and send messages to destinations such as queues or topics in a messaging system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MessageProducer interface Target entity description: The MessageProducer interface is a core JMS API component used by clients to create and send messages to destinations such as queues or topics in a messaging system.
-
A.
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.
-
B.
Interface Message Processor
The Interface Message Processor was the pioneering packet-switching node that formed the backbone of the early ARPANET, serving as a precursor to modern internet routers.
-
C.
MSMQ
MSMQ (Microsoft Message Queuing) is a Microsoft messaging technology that enables reliable, asynchronous communication between distributed applications by queuing messages.
-
D.
Message Processing Model
The Message Processing Model is a component of the SNMP architecture that specifies how management protocol messages are generated, received, and processed within the SNMP engine.
-
E.
MQ
MQ is a German vehicle registration code assigned to the Saalekreis district in the state of Saxony-Anhalt.
- F. None of above. chosen
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_69a88631854081909723959921e45c2b |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa653c4c148190bfe6ac017ecbf695 |
completed | March 6, 2026, 5:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adb5d26afc81909675064289d3a5b8 |
completed | March 8, 2026, 5:45 p.m. |
| NEDg | Description generation | batch_69adb69b142c81909dd8bd40e8e440ad |
completed | March 8, 2026, 5:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adb8bac99081908cf126d42c609559 |
completed | March 8, 2026, 5:58 p.m. |
Created at: March 4, 2026, 7:32 p.m.