Triple

T16937889
Position Surface form Disambiguated ID Type / Status
Subject Ella Henderson E410875 entity
Predicate notableWork P4 FINISHED
Object React (with Switch Disco)
"React (with Switch Disco)" is a dance-pop single by British singer Ella Henderson in collaboration with DJ duo Switch Disco, known for its club-ready production and catchy, emotive vocals.
E1240920 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: React (with Switch Disco) | Statement: [Ella Henderson, notableWork, React (with Switch Disco)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: React (with Switch Disco)
Context triple: [Ella Henderson, notableWork, React (with Switch Disco)]
  • A. React
    React is a popular open-source JavaScript library for building interactive user interfaces, particularly single-page web applications.
  • B. elm-reactor
    elm-reactor is a development tool for the Elm language that provides a local web server and live-reloading interface for quickly building and testing Elm applications.
  • C. React Native
    React Native is a JavaScript framework developed by Meta for building native mobile applications for iOS and Android using React components.
  • D. React Router
    React Router is a popular routing library for React applications that enables declarative, client-side navigation and URL management in single-page apps.
  • E. Next.js
    Next.js is a popular React-based framework for building server-rendered and statically generated web applications with features like routing, API routes, and performance optimizations built in.
  • 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: React (with Switch Disco)
Triple: [Ella Henderson, notableWork, React (with Switch Disco)]
Generated description
"React (with Switch Disco)" is a dance-pop single by British singer Ella Henderson in collaboration with DJ duo Switch Disco, known for its club-ready production and catchy, emotive vocals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: React (with Switch Disco)
Target entity description: "React (with Switch Disco)" is a dance-pop single by British singer Ella Henderson in collaboration with DJ duo Switch Disco, known for its club-ready production and catchy, emotive vocals.
  • A. React
    React is a popular open-source JavaScript library for building interactive user interfaces, particularly single-page web applications.
  • B. elm-reactor
    elm-reactor is a development tool for the Elm language that provides a local web server and live-reloading interface for quickly building and testing Elm applications.
  • C. React Native
    React Native is a JavaScript framework developed by Meta for building native mobile applications for iOS and Android using React components.
  • D. React Router
    React Router is a popular routing library for React applications that enables declarative, client-side navigation and URL management in single-page apps.
  • E. Next.js
    Next.js is a popular React-based framework for building server-rendered and statically generated web applications with features like routing, API routes, and performance optimizations built in.
  • 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_69d886c886688190967be07322597ac9 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cf2b88bc8190aeb7b07032478ae3 completed April 18, 2026, 6:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cfe5210c8190873be6ccf2369b34 completed May 10, 2026, 6:35 p.m.
NEDg Description generation batch_6a00d0a1ae0c81909b09504908d56a98 completed May 10, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00d1366f4c8190b5627f67402d96a0 completed May 10, 2026, 6:40 p.m.
Created at: April 10, 2026, 5:30 a.m.