Triple

T19872640
Position Surface form Disambiguated ID Type / Status
Subject Calling All Hearts E477555 entity
Predicate producer P490 FINISHED
Object Infinity
Infinity is a music producer known for contributing to contemporary R&B and pop projects such as tracks on Keyshia Cole’s album "Calling All Hearts."
 E1399794 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: Infinity | Statement: [Calling All Hearts, producer, Infinity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Infinity
Context triple: [Calling All Hearts, producer, Infinity]
  • A. Infinity
    "Infinity" is a popular Nigerian hip-hop song by rapper Olamide, known for its catchy hook and street-influenced style.
  • B. Infinity
    Infinity is a studio album by reggaeton artist Nicky Jam that blends Latin urban rhythms with melodic, introspective themes.
  • C. Infinity
    "Infinity" is a studio album by Canadian singer-songwriter Lights that showcases her blend of synth-pop and electronic influences.
  • D. Infinity
    "Infinity" is an EP by the American pop-rock band Against the Current, showcasing their energetic, melodic style and emotionally charged lyrics.
  • E. Infinity
    "Infinity" is a major Marvel Comics crossover event that centers on a cosmic-scale conflict involving the Avengers, the Builders, and Thanos, significantly impacting characters like T'Challa and the wider Marvel Universe.
  • 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: Infinity
Triple: [Calling All Hearts, producer, Infinity]
Generated description
Infinity is a music producer known for contributing to contemporary R&B and pop projects such as tracks on Keyshia Cole’s album "Calling All Hearts."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Infinity
Target entity description: Infinity is a music producer known for contributing to contemporary R&B and pop projects such as tracks on Keyshia Cole’s album "Calling All Hearts."
  • A. Infinity
    "Infinity" is a popular Afrobeats song by Nigerian singer Omah Lay, known for its smooth melodies and introspective lyrics.
  • B. Infinity
    "Infinity" is a popular Nigerian hip-hop song by rapper Olamide, known for its catchy hook and street-influenced style.
  • C. Infinity
    "Infinity" is a studio album by Canadian singer-songwriter Lights that showcases her blend of synth-pop and electronic influences.
  • D. Infinity
    Infinity is a studio album by reggaeton artist Nicky Jam that blends Latin urban rhythms with melodic, introspective themes.
  • E. Infinity
    "Infinity" is an EP by the American pop-rock band Against the Current, showcasing their energetic, melodic style and emotionally charged lyrics.
  • 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_69d8e51e7d948190aedbcd6c30361c39 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e658d826f88190be04188997952d1b completed April 20, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07dbc44f748190a65d88890960d90b completed May 16, 2026, 2:51 a.m.
NEDg Description generation batch_6a07dc854a0c8190b0da81ead6b9cfc1 completed May 16, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_6a07dd45e93c8190b14c23487398a8ec completed May 16, 2026, 2:58 a.m.
Created at: April 10, 2026, 1:51 p.m.