Triple

T18828874
Position Surface form Disambiguated ID Type / Status
Subject Jupyter Server E460468 entity
Predicate uses P98 FINISHED
Object Tornado web framework
Tornado web framework is a Python-based, asynchronous networking and web framework designed for handling large numbers of simultaneous connections with high performance.
E1344638 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: Tornado web framework | Statement: [Jupyter Server, uses, Tornado web framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tornado web framework
Context triple: [Jupyter Server, uses, Tornado web framework]
  • A. Domino servlet engine
    Domino servlet engine is a Java-based web application runtime integrated into IBM Domino that allows the server to execute and manage Java servlets for dynamic web content.
  • 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. Jetty
    Jetty is a celebrated painting by contemporary artist Peter Doig, known for its atmospheric, dreamlike depiction of a solitary figure on a lakeside structure.
  • D. Jetty
    Jetty is a lightweight, embeddable Java-based web server and servlet container widely used for hosting web applications and supporting modern web protocols.
  • E. Tomcat
    Tomcat is the NATO reporting name for the Grumman F-14, a twin-engine, variable-sweep wing supersonic fighter aircraft used primarily by the U.S. Navy.
  • 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: Tornado web framework
Triple: [Jupyter Server, uses, Tornado web framework]
Generated description
Tornado web framework is a Python-based, asynchronous networking and web framework designed for handling large numbers of simultaneous connections with high performance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tornado web framework
Target entity description: Tornado web framework is a Python-based, asynchronous networking and web framework designed for handling large numbers of simultaneous connections with high performance.
  • A. Domino servlet engine
    Domino servlet engine is a Java-based web application runtime integrated into IBM Domino that allows the server to execute and manage Java servlets for dynamic web content.
  • 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. Jetty
    Jetty is a celebrated painting by contemporary artist Peter Doig, known for its atmospheric, dreamlike depiction of a solitary figure on a lakeside structure.
  • D. Jetty
    Jetty is a lightweight, embeddable Java-based web server and servlet container widely used for hosting web applications and supporting modern web protocols.
  • E. Tomcat
    Tomcat is the NATO reporting name for the Grumman F-14, a twin-engine, variable-sweep wing supersonic fighter aircraft used primarily by the U.S. Navy.
  • 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_69d8dcf94c288190a06dea029ae4b223 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5a99554848190933dd2810f5c810f completed April 20, 2026, 4:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a055bd216d881908bee50901656372e completed May 14, 2026, 5:21 a.m.
NEDg Description generation batch_6a0561e6500c8190b42d8257180ad7a6 completed May 14, 2026, 5:47 a.m.
NED2 Entity disambiguation (via description) batch_6a05623b880c81908fedf88e6a79ac31 completed May 14, 2026, 5:48 a.m.
Created at: April 10, 2026, 11:56 a.m.