Triple

T8707203
Position Surface form Disambiguated ID Type / Status
Subject MQI E206678 entity
Predicate fullName P16 FINISHED
Object Message Queue Interface
Message Queue Interface is a programming interface used to interact with message queuing systems, enabling applications to send, receive, and manage messages asynchronously.
 E752546 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: Message Queue Interface | Statement: [MQI, fullName, Message Queue Interface]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Message Queue Interface
Context triple: [MQI, fullName, Message Queue 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. MSMQ
    MSMQ (Microsoft Message Queuing) is a Microsoft messaging technology that enables reliable, asynchronous communication between distributed applications by queuing messages.
  • C. SysV message queues
    SysV message queues are a classic UNIX System V inter-process communication mechanism that allows processes to exchange discrete messages via kernel-managed queues.
  • D. 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.
  • E. 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.
  • 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: Message Queue Interface
Triple: [MQI, fullName, Message Queue Interface]
Generated description
Message Queue Interface is a programming interface used to interact with message queuing systems, enabling applications to send, receive, and manage messages asynchronously.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Message Queue Interface
Target entity description: Message Queue Interface is a programming interface used to interact with message queuing systems, enabling applications to send, receive, and manage messages asynchronously.
  • 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. MSMQ
    MSMQ (Microsoft Message Queuing) is a Microsoft messaging technology that enables reliable, asynchronous communication between distributed applications by queuing messages.
  • C. SysV message queues
    SysV message queues are a classic UNIX System V inter-process communication mechanism that allows processes to exchange discrete messages via kernel-managed queues.
  • D. 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.
  • E. 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.
  • 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_69ca835645e881908f00e3c8b51da81d completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc58fe19ac8190936ba0faf513ed2b completed March 31, 2026, 11:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf28aac77c8190b4f5968643715765 completed April 3, 2026, 2:40 a.m.
NEDg Description generation batch_69cf2bcff84881908a7985fdf8189583 completed April 3, 2026, 2:54 a.m.
NED2 Entity disambiguation (via description) batch_69cf2ca1ddac8190a36367e6bba8e3c8 completed April 3, 2026, 2:57 a.m.
Created at: March 30, 2026, 6:35 p.m.