Triple

T6790428
Position Surface form Disambiguated ID Type / Status
Subject Adobe AIR E155916 entity
Predicate supportsTechnology P5090 FINISHED
Object Starling framework
Starling framework is a 2D game development framework for ActionScript that leverages GPU acceleration to create high-performance graphics on the Adobe AIR and Flash platforms.
 E618951 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: Starling framework | Statement: [Adobe AIR, supportsTechnology, Starling framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Starling framework
Context triple: [Adobe AIR, supportsTechnology, Starling framework]
  • A. Spring Framework
    Spring Framework is a widely used open-source Java application framework that provides comprehensive infrastructure support for building enterprise-grade, modular, and testable applications.
  • 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. Spring Cocoon
    Spring Cocoon is a distinctive multi-purpose sports and entertainment complex in Shenzhen, China, known for its cocoon-like architectural design.
  • D. Quasar Framework
    Quasar Framework is a high-performance, Vue.js-based UI framework for building responsive web, mobile, and desktop applications from a single codebase.
  • E. Grails framework
    Grails framework is a high-productivity, convention-over-configuration web application framework for the JVM that leverages the Groovy language and integrates tightly with the Spring ecosystem.
  • 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: Starling framework
Triple: [Adobe AIR, supportsTechnology, Starling framework]
Generated description
Starling framework is a 2D game development framework for ActionScript that leverages GPU acceleration to create high-performance graphics on the Adobe AIR and Flash platforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Starling framework
Target entity description: Starling framework is a 2D game development framework for ActionScript that leverages GPU acceleration to create high-performance graphics on the Adobe AIR and Flash platforms.
  • A. Spring Framework
    Spring Framework is a widely used open-source Java application framework that provides comprehensive infrastructure support for building enterprise-grade, modular, and testable applications.
  • 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. Spring Cocoon
    Spring Cocoon is a distinctive multi-purpose sports and entertainment complex in Shenzhen, China, known for its cocoon-like architectural design.
  • D. Quasar Framework
    Quasar Framework is a high-performance, Vue.js-based UI framework for building responsive web, mobile, and desktop applications from a single codebase.
  • E. Grails framework
    Grails framework is a high-productivity, convention-over-configuration web application framework for the JVM that leverages the Groovy language and integrates tightly with the Spring ecosystem.
  • 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_69c6881770fc8190972b2906390380f5 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2acbfc0819081f2d6cebfb91765 completed March 27, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a8c445c8190abea97a04d648f52 completed March 28, 2026, 12:02 a.m.
NEDg Description generation batch_69c71b186238819096ef6162f9068543 completed March 28, 2026, 12:04 a.m.
NED2 Entity disambiguation (via description) batch_69c71b98b8008190a972cc0a215295c0 completed March 28, 2026, 12:06 a.m.
Created at: March 27, 2026, 2:15 p.m.