Triple

T3246432
Position Surface form Disambiguated ID Type / Status
Subject Starboy E68076 entity
Predicate producer P490 FINISHED
Object Ali Payami
Ali Payami is a Swedish-Iranian record producer and songwriter known for his work on major pop and electronic hits with artists like The Weeknd, Taylor Swift, and Ariana Grande.
E340531 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: Ali Payami | Statement: [Starboy, producer, Ali Payami]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ali Payami
Context triple: [Starboy, producer, Ali Payami]
  • A. Khwaju Kermani
    Khwaju Kermani was a prominent 14th-century Persian poet and mystic known for his lyrical and philosophical works in the classical Persian literary tradition.
  • B. Bijan Davari
    Bijan Davari is an Iranian-American electrical engineer and IBM researcher known for his pioneering contributions to high-performance CMOS technology and microprocessor design.
  • C. Parviz Davoodi
    Parviz Davoodi is an Iranian economist and conservative politician who served as the first vice president of Iran under President Mahmoud Ahmadinejad.
  • D. Omid Kordestani
    Omid Kordestani is an Iranian-American business executive best known for senior leadership roles at major tech companies including Google and Twitter.
  • E. Lotfi Aliaskerzadeh
    Lotfi Aliaskerzadeh, better known as Lotfi A. Zadeh, was an Azerbaijani-American computer scientist and electrical engineer renowned for founding fuzzy logic and making pioneering contributions to artificial intelligence and systems theory.
  • 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: Ali Payami
Triple: [Starboy, producer, Ali Payami]
Generated description
Ali Payami is a Swedish-Iranian record producer and songwriter known for his work on major pop and electronic hits with artists like The Weeknd, Taylor Swift, and Ariana Grande.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ali Payami
Target entity description: Ali Payami is a Swedish-Iranian record producer and songwriter known for his work on major pop and electronic hits with artists like The Weeknd, Taylor Swift, and Ariana Grande.
  • A. Khwaju Kermani
    Khwaju Kermani was a prominent 14th-century Persian poet and mystic known for his lyrical and philosophical works in the classical Persian literary tradition.
  • B. Bijan Davari
    Bijan Davari is an Iranian-American electrical engineer and IBM researcher known for his pioneering contributions to high-performance CMOS technology and microprocessor design.
  • C. Parviz Davoodi
    Parviz Davoodi is an Iranian economist and conservative politician who served as the first vice president of Iran under President Mahmoud Ahmadinejad.
  • D. Omid Kordestani
    Omid Kordestani is an Iranian-American business executive best known for senior leadership roles at major tech companies including Google and Twitter.
  • E. Lotfi Aliaskerzadeh
    Lotfi Aliaskerzadeh, better known as Lotfi A. Zadeh, was an Azerbaijani-American computer scientist and electrical engineer renowned for founding fuzzy logic and making pioneering contributions to artificial intelligence and systems theory.
  • 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_69ad858e4c708190aa31d486cfee8a6a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaf1a96148190b63bf46209712707 completed March 8, 2026, 5:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2775f76988190bfaaaabce63f6f6b completed March 12, 2026, 8:20 a.m.
NEDg Description generation batch_69b2786c6bc88190bea732592426776d completed March 12, 2026, 8:25 a.m.
NED2 Entity disambiguation (via description) batch_69b27927308c81909c1dceb825eb1b81 completed March 12, 2026, 8:28 a.m.
Created at: March 8, 2026, 3:09 p.m.