Triple

T2289539
Position Surface form Disambiguated ID Type / Status
Subject Bionic (album) E51470 entity
Predicate producer P490 FINISHED
Object Hill & Switch
Hill & Switch is a music production duo known for contributing to the sound of Christina Aguilera’s pop-electronica album "Bionic."
E252709 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: Hill & Switch | Statement: [Bionic (album), producer, Hill & Switch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hill & Switch
Context triple: [Bionic (album), producer, Hill & Switch]
  • A. K-Switch
    K-Switch is a Nigerian singer and songwriter best known as D'banj's younger brother and frequent musical collaborator in the Afrobeats scene.
  • B. La Rampa
    La Rampa is a famous, bustling avenue in Havana’s Vedado district known for its mid-20th-century architecture, nightlife, and cultural landmarks.
  • C. Steep Hill
    Steep Hill is a famously steep, historic cobbled street in Lincoln, England, lined with medieval buildings, shops, and cafes that connects the city’s cathedral quarter with its lower town.
  • D. Toys for Bob
    Toys for Bob is an American video game developer best known for creating the Skylanders series and working on remakes like the Spyro Reignited Trilogy.
  • E. S.N.I.T.C.H.
    S.N.I.T.C.H. is a track by Pusha T from his debut studio album "My Name Is My Name."
  • 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: Hill & Switch
Triple: [Bionic (album), producer, Hill & Switch]
Generated description
Hill & Switch is a music production duo known for contributing to the sound of Christina Aguilera’s pop-electronica album "Bionic."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hill & Switch
Target entity description: Hill & Switch is a music production duo known for contributing to the sound of Christina Aguilera’s pop-electronica album "Bionic."
  • A. K-Switch
    K-Switch is a Nigerian singer and songwriter best known as D'banj's younger brother and frequent musical collaborator in the Afrobeats scene.
  • B. La Rampa
    La Rampa is a famous, bustling avenue in Havana’s Vedado district known for its mid-20th-century architecture, nightlife, and cultural landmarks.
  • C. Steep Hill
    Steep Hill is a famously steep, historic cobbled street in Lincoln, England, lined with medieval buildings, shops, and cafes that connects the city’s cathedral quarter with its lower town.
  • D. Toys for Bob
    Toys for Bob is an American video game developer best known for creating the Skylanders series and working on remakes like the Spyro Reignited Trilogy.
  • E. S.N.I.T.C.H.
    S.N.I.T.C.H. is a track by Pusha T from his debut studio album "My Name Is My Name."
  • 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_69a88b09c644819090b503456d96bf70 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc273b67c8190bcd96f9a484647ef completed March 7, 2026, 6:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7f1e84ac819096cb62ce5e94d865 completed March 9, 2026, 8:04 a.m.
NEDg Description generation batch_69ae7fee12ac8190bb9924f7467434a6 completed March 9, 2026, 8:08 a.m.
NED2 Entity disambiguation (via description) batch_69ae8061cd348190b0b0b65dcf730f99 completed March 9, 2026, 8:10 a.m.
Created at: March 4, 2026, 7:48 p.m.