Triple

T16122512
Position Surface form Disambiguated ID Type / Status
Subject Jon Hopkins E391181 entity
Predicate notableWork P4 FINISHED
Object Singularity
"Singularity" is a critically acclaimed 2018 electronic music album by British producer Jon Hopkins, known for its immersive soundscapes that blend ambient textures with powerful techno rhythms.
E1196771 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: Singularity | Statement: [Jon Hopkins, notableWork, Singularity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Singularity
Context triple: [Jon Hopkins, notableWork, Singularity]
  • A. Singularity
    Singularity is a science-fiction first-person shooter video game developed by Raven Software that blends time-manipulation mechanics with action and horror elements.
  • B. Singularity
    Singularity is a sentient pocket-universe and cosmic being in Marvel Comics, best known as a central member of the all-female superhero team A-Force.
  • C. Singularity Sky
    Singularity Sky is a science fiction novel by Charles Stross that explores post-singularity politics, economics, and revolution in a far-future interstellar setting.
  • D. The Machine
    The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
  • E. The Machine
    The Machine is a powerful, clandestine artificial superintelligence from the TV series "Person of Interest" that predicts violent crimes by analyzing global surveillance data.
  • 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: Singularity
Triple: [Jon Hopkins, notableWork, Singularity]
Generated description
"Singularity" is a critically acclaimed 2018 electronic music album by British producer Jon Hopkins, known for its immersive soundscapes that blend ambient textures with powerful techno rhythms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Singularity
Target entity description: "Singularity" is a critically acclaimed 2018 electronic music album by British producer Jon Hopkins, known for its immersive soundscapes that blend ambient textures with powerful techno rhythms.
  • A. Singularity
    Singularity is a science-fiction first-person shooter video game developed by Raven Software that blends time-manipulation mechanics with action and horror elements.
  • B. Singularity
    Singularity is a sentient pocket-universe and cosmic being in Marvel Comics, best known as a central member of the all-female superhero team A-Force.
  • C. Singularity Sky
    Singularity Sky is a science fiction novel by Charles Stross that explores post-singularity politics, economics, and revolution in a far-future interstellar setting.
  • D. The Machine
    The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
  • E. The Machine
    The Machine is a powerful, clandestine artificial superintelligence from the TV series "Person of Interest" that predicts violent crimes by analyzing global surveillance data.
  • 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e202027e78819091192aa62aedde13 completed April 17, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2a7fe308190a9a2ef7815e788c6 completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff3b25ba081909c396431ace865ac completed May 10, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_69fff4a2964c8190bfa8c2fa0f934abe completed May 10, 2026, 2:59 a.m.
Created at: April 10, 2026, 5 a.m.