Triple

T3415042
Position Surface form Disambiguated ID Type / Status
Subject Scala E71988 entity
Predicate ecosystem P964 FINISHED
Object Akka
Akka is a toolkit and runtime for building highly concurrent, distributed, and resilient message-driven applications on the JVM, widely used within the Scala ecosystem.
 E355653 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 | Statement: [Scala, ecosystem, Akka]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Akka
Context triple: [Scala, ecosystem, Akka]
  • A. Akka
    Akka is an alternative name for Acre, a historic port city in present-day Israel known for its Crusader-era fortifications and diverse cultural heritage.
  • B. Shabaka
    Shabaka was a Kushite pharaoh of Egypt’s 25th Dynasty, known for reviving traditional Egyptian culture and religion during his reign in the 8th century BCE.
  • C. Aris
    Aris is a Greek professional football club based in Thessaloniki, known for its passionate fan base and long history in domestic competitions.
  • D. Gordias
    Gordias is a legendary Phrygian king best known in Greek mythology as the father of Midas and the creator of the famous Gordian Knot.
  • E. Porul
    Porul is the second section of the ancient Tamil classic Tirukkural, focusing on ethics, governance, politics, and social conduct.
  • 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
Triple: [Scala, ecosystem, Akka]
Generated description
Akka is a toolkit and runtime for building highly concurrent, distributed, and resilient message-driven applications on the JVM, widely used within the Scala ecosystem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Akka
Target entity description: Akka is a toolkit and runtime for building highly concurrent, distributed, and resilient message-driven applications on the JVM, widely used within the Scala ecosystem.
  • A. Akka
    Akka is an alternative name for Acre, a historic port city in present-day Israel known for its Crusader-era fortifications and diverse cultural heritage.
  • B. Shabaka
    Shabaka was a Kushite pharaoh of Egypt’s 25th Dynasty, known for reviving traditional Egyptian culture and religion during his reign in the 8th century BCE.
  • C. Aris
    Aris is a Greek professional football club based in Thessaloniki, known for its passionate fan base and long history in domestic competitions.
  • D. Gordias
    Gordias is a legendary Phrygian king best known in Greek mythology as the father of Midas and the creator of the famous Gordian Knot.
  • E. Porul
    Porul is the second section of the ancient Tamil classic Tirukkural, focusing on ethics, governance, politics, and social conduct.
  • 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_69ad85ac312481909e7027ced1456a9f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb929b8ec8190aef431ec8ea2cf80 completed March 8, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34be16dd48190a51f4e13a6a13a4f completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e4972008190af3b84f26b4a3629 completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34fc6c3f88190ba1a08243232df05 completed March 12, 2026, 11:44 p.m.
Created at: March 8, 2026, 3:15 p.m.