Triple

T14343282
Position Surface form Disambiguated ID Type / Status
Subject Akka E355653 entity
Predicate includesComponent P1393 FINISHED
Object Akka Actors
Akka Actors is a concurrency and distributed computing toolkit component that implements the actor model to simplify building scalable, resilient, message-driven applications on the JVM.
E1094366 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: Akka Actors | Statement: [Akka, includesComponent, Akka Actors]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Akka Actors
Context triple: [Akka, includesComponent, Akka Actors]
  • A. Actors and Systems
    Actors and Systems is a seminal sociological work by Michel Crozier that analyzes organizations as complex systems shaped by the strategic interactions of individual actors.
  • B. Play Framework
    Play Framework is a high-velocity, stateless web application framework for Java and Scala that emphasizes developer productivity and reactive, scalable architectures.
  • C. Scala Center
    Scala Center is a non-profit organization at EPFL dedicated to the stewardship, education, and open-source development of the Scala programming language and its ecosystem.
  • D. 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.
  • E. Apache Samza
    Apache Samza is a distributed stream processing framework designed for scalable, fault-tolerant processing of real-time data streams, often used with Apache Kafka and YARN.
  • 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: Akka Actors
Triple: [Akka, includesComponent, Akka Actors]
Generated description
Akka Actors is a concurrency and distributed computing toolkit component that implements the actor model to simplify building scalable, resilient, message-driven applications on the JVM.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Akka Actors
Target entity description: Akka Actors is a concurrency and distributed computing toolkit component that implements the actor model to simplify building scalable, resilient, message-driven applications on the JVM.
  • A. Actors and Systems
    Actors and Systems is a seminal sociological work by Michel Crozier that analyzes organizations as complex systems shaped by the strategic interactions of individual actors.
  • B. Play Framework
    Play Framework is a high-velocity, stateless web application framework for Java and Scala that emphasizes developer productivity and reactive, scalable architectures.
  • C. Scala Center
    Scala Center is a non-profit organization at EPFL dedicated to the stewardship, education, and open-source development of the Scala programming language and its ecosystem.
  • D. 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.
  • E. Apache Samza
    Apache Samza is a distributed stream processing framework designed for scalable, fault-tolerant processing of real-time data streams, often used with Apache Kafka and YARN.
  • 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8e89ed9c8190acdb647ee618e919 completed April 14, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd469d899081909103563f209dd944 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd47fa764c8190b1d691f5847b7a05 completed May 8, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69fd492226888190a014b23e506ab19c completed May 8, 2026, 2:23 a.m.
Created at: April 10, 2026, 1:14 a.m.