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.