Triple

T22052279
Position Surface form Disambiguated ID Type / Status
Subject Lupin (TV series) E544913 entity
Predicate starring P1507 FINISHED
Object Soufiane Guerrab
Soufiane Guerrab is a French actor best known internationally for his role as police officer Youssef Guedira in the hit Netflix series "Lupin."
E1516296 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: Soufiane Guerrab | Statement: [Lupin (TV series), starring, Soufiane Guerrab]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Soufiane Guerrab
Context triple: [Lupin (TV series), starring, Soufiane Guerrab]
  • A. Hammadi Agrebi
    Hammadi Agrebi was a renowned Tunisian footballer, widely regarded as one of the greatest midfielders in the history of Tunisian football.
  • B. Mohamed Ennaceur
    Mohamed Ennaceur is a Tunisian politician who served as interim President of Tunisia in 2019 following the death of President Beji Caid Essebsi.
  • C. Karim Kharbouch
    Karim Kharbouch is the Moroccan-American rapper, singer, and songwriter better known by his stage name French Montana.
  • D. Djamel Haimoudi
    Djamel Haimoudi is an Algerian football referee known for officiating high-profile international matches, including games at the FIFA World Cup.
  • E. Hamadi Jebali
    Hamadi Jebali is a Tunisian politician and former prime minister who played a key role in the country’s post-Arab Spring transitional government.
  • 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: Soufiane Guerrab
Triple: [Lupin (TV series), starring, Soufiane Guerrab]
Generated description
Soufiane Guerrab is a French actor best known internationally for his role as police officer Youssef Guedira in the hit Netflix series "Lupin."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Soufiane Guerrab
Target entity description: Soufiane Guerrab is a French actor best known internationally for his role as police officer Youssef Guedira in the hit Netflix series "Lupin."
  • A. Hammadi Agrebi
    Hammadi Agrebi was a renowned Tunisian footballer, widely regarded as one of the greatest midfielders in the history of Tunisian football.
  • B. Mohamed Ennaceur
    Mohamed Ennaceur is a Tunisian politician who served as interim President of Tunisia in 2019 following the death of President Beji Caid Essebsi.
  • C. Karim Kharbouch
    Karim Kharbouch is the Moroccan-American rapper, singer, and songwriter better known by his stage name French Montana.
  • D. Djamel Haimoudi
    Djamel Haimoudi is an Algerian football referee known for officiating high-profile international matches, including games at the FIFA World Cup.
  • E. Hamadi Jebali
    Hamadi Jebali is a Tunisian politician and former prime minister who played a key role in the country’s post-Arab Spring transitional government.
  • 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_69e11e32445c8190ab97089b48a130bb completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1285513fc8190b691e1f57085956f completed April 28, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a80a7327481908cb334464a04cd31 completed May 18, 2026, 2:59 a.m.
NEDg Description generation batch_6a0a81b570388190bc13c4cd23aa14b4 completed May 18, 2026, 3:04 a.m.
NED2 Entity disambiguation (via description) batch_6a0a82933f388190a8b587b8cf956a7d completed May 18, 2026, 3:08 a.m.
Created at: April 16, 2026, 8:26 p.m.