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.