Triple

T22433122
Position Surface form Disambiguated ID Type / Status
Subject English Vinglish E554546 entity
Predicate starring P1507 FINISHED
Object Mehdi Nebbou
Mehdi Nebbou is a French actor known for his work in international cinema and television, including roles in films like "Munich" and "Body of Lies" as well as various European productions.
E1536415 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: Mehdi Nebbou | Statement: [English Vinglish, starring, Mehdi Nebbou]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mehdi Nebbou
Context triple: [English Vinglish, starring, Mehdi Nebbou]
  • A. 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.
  • B. Matoub Lounes
    Matoub Lounes was a prominent Algerian Kabyle singer, poet, and outspoken activist for Berber (Amazigh) identity and secularism, renowned for his politically charged songs and symbolic role in the struggle for cultural rights.
  • C. Ali Belhouane
    Ali Belhouane was a prominent Tunisian nationalist leader and activist who played a key role in the country’s struggle for independence from French colonial rule.
  • D. Franck Khalfoun
    Franck Khalfoun is a French-American filmmaker and actor best known for directing horror and thriller films such as the 2012 remake of "Maniac."
  • E. 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.
  • 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: Mehdi Nebbou
Triple: [English Vinglish, starring, Mehdi Nebbou]
Generated description
Mehdi Nebbou is a French actor known for his work in international cinema and television, including roles in films like "Munich" and "Body of Lies" as well as various European productions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mehdi Nebbou
Target entity description: Mehdi Nebbou is a French actor known for his work in international cinema and television, including roles in films like "Munich" and "Body of Lies" as well as various European productions.
  • A. 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.
  • B. Matoub Lounes
    Matoub Lounes was a prominent Algerian Kabyle singer, poet, and outspoken activist for Berber (Amazigh) identity and secularism, renowned for his politically charged songs and symbolic role in the struggle for cultural rights.
  • C. Ali Belhouane
    Ali Belhouane was a prominent Tunisian nationalist leader and activist who played a key role in the country’s struggle for independence from French colonial rule.
  • D. Franck Khalfoun
    Franck Khalfoun is a French-American filmmaker and actor best known for directing horror and thriller films such as the 2012 remake of "Maniac."
  • E. 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.
  • 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_69e11e5010e48190ae1e9c9db9697637 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15a3320448190ae3931062599116e completed April 29, 2026, 1:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0af0f90f5881908f0011690cb0f1e4 completed May 18, 2026, 10:59 a.m.
NEDg Description generation batch_6a0af268db2881908706641ad1e41f79 completed May 18, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_6a0b08e411048190a368214c57c35d5e completed May 18, 2026, 12:41 p.m.
Created at: April 16, 2026, 8:47 p.m.