Triple

T10400604
Position Surface form Disambiguated ID Type / Status
Subject Amund Bjørklund E245134 entity
Predicate partOf P40 FINISHED
Object songwriting and production duo Espionage
Espionage is a Norwegian songwriting and production duo known for crafting hit pop songs for international artists such as Beyoncé and Train.
E861662 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: songwriting and production duo Espionage | Statement: [Amund Bjørklund, partOf, songwriting and production duo Espionage]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: songwriting and production duo Espionage
Context triple: [Amund Bjørklund, partOf, songwriting and production duo Espionage]
  • A. Pasek and Paul
    Pasek and Paul are a Tony, Oscar, and Grammy-winning American songwriting duo known for their work on musicals like Dear Evan Hansen and films such as La La Land and The Greatest Showman.
  • B. The Dust Brothers
    The Dust Brothers are an American music production duo known for their innovative, sample-heavy work on influential albums and film soundtracks in the 1990s.
  • C. The Secretaries
    The Secretaries is a darkly comic feminist play by the Five Lesbian Brothers that satirizes violence, body image, and lesbian stereotypes through the story of a murderous secretarial pool.
  • D. The Conspirators
    The Conspirators is a 1944 World War II-era spy thriller film, often seen as a companion piece to Casablanca, in which Paul Henreid plays a resistance leader entangled in intrigue in Nazi-occupied Europe.
  • E. Black Star (duo)
    Black Star is a critically acclaimed hip hop duo composed of rappers Mos Def (Yasiin Bey) and Talib Kweli, known for their socially conscious lyrics and influential role in underground rap.
  • 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: songwriting and production duo Espionage
Triple: [Amund Bjørklund, partOf, songwriting and production duo Espionage]
Generated description
Espionage is a Norwegian songwriting and production duo known for crafting hit pop songs for international artists such as Beyoncé and Train.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: songwriting and production duo Espionage
Target entity description: Espionage is a Norwegian songwriting and production duo known for crafting hit pop songs for international artists such as Beyoncé and Train.
  • A. Pasek and Paul
    Pasek and Paul are a Tony, Oscar, and Grammy-winning American songwriting duo known for their work on musicals like Dear Evan Hansen and films such as La La Land and The Greatest Showman.
  • B. The Dust Brothers
    The Dust Brothers are an American music production duo known for their innovative, sample-heavy work on influential albums and film soundtracks in the 1990s.
  • C. The Secretaries
    The Secretaries is a darkly comic feminist play by the Five Lesbian Brothers that satirizes violence, body image, and lesbian stereotypes through the story of a murderous secretarial pool.
  • D. The Conspirators
    The Conspirators is a 1944 World War II-era spy thriller film, often seen as a companion piece to Casablanca, in which Paul Henreid plays a resistance leader entangled in intrigue in Nazi-occupied Europe.
  • E. Black Star (duo)
    Black Star is a critically acclaimed hip hop duo composed of rappers Mos Def (Yasiin Bey) and Talib Kweli, known for their socially conscious lyrics and influential role in underground rap.
  • 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_69d381b5116081908d85227bab6d3c0c completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e9e2f11c8190b30695cba2975544 completed April 7, 2026, 11:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69d7fbd13c888190b3a79a9aacb5291e completed April 9, 2026, 7:19 p.m.
NEDg Description generation batch_69d822d597088190bf3dca85e1ddb890 completed April 9, 2026, 10:06 p.m.
NED2 Entity disambiguation (via description) batch_69d859cc1aac8190ab232bb4e4e4fac1 completed April 10, 2026, 2 a.m.
Created at: April 6, 2026, 12:07 p.m.