Triple

T2723929
Position Surface form Disambiguated ID Type / Status
Subject ATO Records E60144 entity
Predicate hasArtist P5936 FINISHED
Object Nick Hakim
Nick Hakim is an American singer-songwriter and producer known for his soulful, psychedelic R&B sound and introspective, atmospheric recordings.
E291926 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: Nick Hakim | Statement: [ATO Records, hasArtist, Nick Hakim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nick Hakim
Context triple: [ATO Records, hasArtist, Nick Hakim]
  • A. Hakeem Lyon
    Hakeem Lyon is a central character on the TV drama "Empire," known as the youngest Lyon son and an ambitious, often impulsive hip-hop artist struggling with fame, family, and identity.
  • B. Karim Khalili
    Karim Khalili is an Afghan politician and former vice president who served as a prominent Hazara leader and key figure in the anti-Taliban resistance.
  • C. Michael Jenkins
    Michael Jenkins is an Australian screenwriter and director known for his work in film and television, including influential Australian dramas.
  • D. Ramin Toloui
    Ramin Toloui is an American economist and former global co-head of emerging markets at PIMCO who has served in senior international economic policy roles in the U.S. government.
  • E. Eli Samaha
    Eli Samaha is an American film producer known for financing and producing a range of Hollywood genre films, often through independent and mid-budget studio projects.
  • 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: Nick Hakim
Triple: [ATO Records, hasArtist, Nick Hakim]
Generated description
Nick Hakim is an American singer-songwriter and producer known for his soulful, psychedelic R&B sound and introspective, atmospheric recordings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nick Hakim
Target entity description: Nick Hakim is an American singer-songwriter and producer known for his soulful, psychedelic R&B sound and introspective, atmospheric recordings.
  • A. Hakeem Lyon
    Hakeem Lyon is a central character on the TV drama "Empire," known as the youngest Lyon son and an ambitious, often impulsive hip-hop artist struggling with fame, family, and identity.
  • B. Karim Khalili
    Karim Khalili is an Afghan politician and former vice president who served as a prominent Hazara leader and key figure in the anti-Taliban resistance.
  • C. Michael Jenkins
    Michael Jenkins is an Australian screenwriter and director known for his work in film and television, including influential Australian dramas.
  • D. Ramin Toloui
    Ramin Toloui is an American economist and former global co-head of emerging markets at PIMCO who has served in senior international economic policy roles in the U.S. government.
  • E. Eli Samaha
    Eli Samaha is an American film producer known for financing and producing a range of Hollywood genre films, often through independent and mid-budget studio projects.
  • 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_69ab4b746d248190958e052045c09255 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdacc0a6881909b64a4d22e1d7690 completed March 7, 2026, 7:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb69605308190b5a8078b275791fb completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb7166d788190ac219fe3c3e164fe completed March 10, 2026, 6:15 a.m.
NED2 Entity disambiguation (via description) batch_69afb7aa131c81908cdfbda9575312f3 completed March 10, 2026, 6:18 a.m.
Created at: March 6, 2026, 9:55 p.m.