Triple

T8427441
Position Surface form Disambiguated ID Type / Status
Subject Play Hard E199036 entity
Predicate writer P1360 FINISHED
Object Nadir Khayat
Nadir Khayat, better known as RedOne, is a Moroccan-Swedish record producer and songwriter renowned for crafting global pop and dance hits for artists like Lady Gaga, Jennifer Lopez, and Nicki Minaj.
E731807 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: Nadir Khayat | Statement: [Play Hard, writer, Nadir Khayat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nadir Khayat
Context triple: [Play Hard, writer, Nadir Khayat]
  • A. Souhayr Belhassen
    Souhayr Belhassen is a Tunisian journalist and prominent human rights activist known for her leadership in international human rights organizations.
  • B. Marwan Kenzari
    Marwan Kenzari is a Dutch-Tunisian actor known for his roles in international films such as Disney’s live-action Aladdin and various Hollywood thrillers and dramas.
  • C. Abdelhamid Ben Badis
    Abdelhamid Ben Badis was an influential Algerian Islamic scholar and leading figure of the early 20th-century Algerian reformist and nationalist movement.
  • D. Ismail Yassine
    Ismail Yassine was a legendary Egyptian comedian and film actor, renowned for his expressive face and starring roles in classic mid-20th-century Egyptian cinema.
  • E. Mehdi Jomaa
    Mehdi Jomaa is a Tunisian engineer and politician who served as Tunisia’s interim prime minister during the country’s post-revolution transitional period.
  • 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: Nadir Khayat
Triple: [Play Hard, writer, Nadir Khayat]
Generated description
Nadir Khayat, better known as RedOne, is a Moroccan-Swedish record producer and songwriter renowned for crafting global pop and dance hits for artists like Lady Gaga, Jennifer Lopez, and Nicki Minaj.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nadir Khayat
Target entity description: Nadir Khayat, better known as RedOne, is a Moroccan-Swedish record producer and songwriter renowned for crafting global pop and dance hits for artists like Lady Gaga, Jennifer Lopez, and Nicki Minaj.
  • A. Souhayr Belhassen
    Souhayr Belhassen is a Tunisian journalist and prominent human rights activist known for her leadership in international human rights organizations.
  • B. Marwan Kenzari
    Marwan Kenzari is a Dutch-Tunisian actor known for his roles in international films such as Disney’s live-action Aladdin and various Hollywood thrillers and dramas.
  • C. Abdelhamid Ben Badis
    Abdelhamid Ben Badis was an influential Algerian Islamic scholar and leading figure of the early 20th-century Algerian reformist and nationalist movement.
  • D. Ismail Yassine
    Ismail Yassine was a legendary Egyptian comedian and film actor, renowned for his expressive face and starring roles in classic mid-20th-century Egyptian cinema.
  • E. Mehdi Jomaa
    Mehdi Jomaa is a Tunisian engineer and politician who served as Tunisia’s interim prime minister during the country’s post-revolution transitional period.
  • 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_69cbd124378c819086ea2fa6ecbfffe1 completed March 31, 2026, 1:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce036dec9481908564ea2828ea429b completed April 2, 2026, 5:49 a.m.
NEDg Description generation batch_69ce07846da48190aa89b1c185dfcd11 completed April 2, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69ce08a5d2988190a64822214b69a223 completed April 2, 2026, 6:11 a.m.
Created at: March 30, 2026, 6:07 p.m.