Triple

T8426243
Position Surface form Disambiguated ID Type / Status
Subject Goodboys E199000 entity
Predicate collaboratedWith P435 FINISHED
Object Imanbek
Imanbek is a Kazakh DJ and record producer best known for his global hit remix of SAINt JHN's "Roses," which earned him international recognition and a Grammy Award.
E733264 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: Imanbek | Statement: [Goodboys, collaboratedWith, Imanbek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Imanbek
Context triple: [Goodboys, collaboratedWith, Imanbek]
  • A. Ishkoman
    Ishkoman is a remote valley settlement in the Ghizer District of Gilgit-Baltistan, Pakistan, known for its rugged mountainous terrain and traditional highland communities.
  • B. Chelkash
    "Chelkash" is a short story by Russian writer Maksim Gorky that portrays a cynical dockside thief and explores themes of freedom, poverty, and moral ambiguity in late 19th-century Russia.
  • C. Bulganin
    Bulganin is the surname of Nikolai Bulganin, a prominent Soviet politician who served as Premier of the Soviet Union during the 1950s.
  • D. Daur
    The Daur are a Mongolic ethnic group of northeastern China, traditionally living along the Heilongjiang (Amur) River and known for their distinct language, culture, and history as borderland farmers and hunters.
  • E. Saryk
    The Saryk are a historically significant Turkmen tribe known for their distinct cultural traditions and contributions to the ethnogenesis of the Turkmen people in Central Asia.
  • 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: Imanbek
Triple: [Goodboys, collaboratedWith, Imanbek]
Generated description
Imanbek is a Kazakh DJ and record producer best known for his global hit remix of SAINt JHN's "Roses," which earned him international recognition and a Grammy Award.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Imanbek
Target entity description: Imanbek is a Kazakh DJ and record producer best known for his global hit remix of SAINt JHN's "Roses," which earned him international recognition and a Grammy Award.
  • A. Ishkoman
    Ishkoman is a remote valley settlement in the Ghizer District of Gilgit-Baltistan, Pakistan, known for its rugged mountainous terrain and traditional highland communities.
  • B. Chelkash
    "Chelkash" is a short story by Russian writer Maksim Gorky that portrays a cynical dockside thief and explores themes of freedom, poverty, and moral ambiguity in late 19th-century Russia.
  • C. Bulganin
    Bulganin is the surname of Nikolai Bulganin, a prominent Soviet politician who served as Premier of the Soviet Union during the 1950s.
  • D. Daur
    The Daur are a Mongolic ethnic group of northeastern China, traditionally living along the Heilongjiang (Amur) River and known for their distinct language, culture, and history as borderland farmers and hunters.
  • E. Saryk
    The Saryk are a historically significant Turkmen tribe known for their distinct cultural traditions and contributions to the ethnogenesis of the Turkmen people in Central Asia.
  • 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_69ca8313c99081909a5c6d83b91de5b3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb85a2871081908a4093838fc93b5a completed March 31, 2026, 8:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce0364f294819091ef9f39429f3fb5 completed April 2, 2026, 5:49 a.m.
NEDg Description generation batch_69ce07837648819080cd4026af55b246 completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce083cee848190b27a7dd19a16a0dc completed April 2, 2026, 6:10 a.m.
Created at: March 30, 2026, 6:07 p.m.