Triple

T17262835
Position Surface form Disambiguated ID Type / Status
Subject Sadiki College E419047 entity
Predicate hasAlumnus P51 FINISHED
Object Taoufik Ben Brik
Taoufik Ben Brik is a Tunisian journalist and writer known for his outspoken criticism of the Ben Ali regime and his role in advocating for press freedom and human rights.
E1299310 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: Taoufik Ben Brik | Statement: [Sadiki College, hasAlumnus, Taoufik Ben Brik]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taoufik Ben Brik
Context triple: [Sadiki College, hasAlumnus, Taoufik Ben Brik]
  • A. Ichraf Chebil
    Ichraf Chebil is a Tunisian magistrate best known as the wife of Tunisian President Kais Saied.
  • B. Hammadi Agrebi
    Hammadi Agrebi was a renowned Tunisian footballer, widely regarded as one of the greatest midfielders in the history of Tunisian football.
  • C. Tayeb Benamara
    Tayeb Benamara is a French local politician who serves as the mayor of the suburban Paris commune of Le Blanc-Mesnil.
  • D. Bouraoui Belhadef
    Bouraoui Belhadef is a town and commune located in northeastern Algeria within Jijel Province.
  • 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: Taoufik Ben Brik
Triple: [Sadiki College, hasAlumnus, Taoufik Ben Brik]
Generated description
Taoufik Ben Brik is a Tunisian journalist and writer known for his outspoken criticism of the Ben Ali regime and his role in advocating for press freedom and human rights.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taoufik Ben Brik
Target entity description: Taoufik Ben Brik is a Tunisian journalist and writer known for his outspoken criticism of the Ben Ali regime and his role in advocating for press freedom and human rights.
  • A. Ichraf Chebil
    Ichraf Chebil is a Tunisian magistrate best known as the wife of Tunisian President Kais Saied.
  • B. Hammadi Agrebi
    Hammadi Agrebi was a renowned Tunisian footballer, widely regarded as one of the greatest midfielders in the history of Tunisian football.
  • C. Tayeb Benamara
    Tayeb Benamara is a French local politician who serves as the mayor of the suburban Paris commune of Le Blanc-Mesnil.
  • D. Bouraoui Belhadef
    Bouraoui Belhadef is a town and commune located in northeastern Algeria within Jijel Province.
  • 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_69d886d9ab108190b70edd8d17aa1204 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42f4379848190add32ba8e5f93527 completed April 19, 2026, 1:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a032ff84a2c819081a92ca7fd29b122 completed May 12, 2026, 1:49 p.m.
NEDg Description generation batch_6a0330b320b88190983431a57c4ea8bf completed May 12, 2026, 1:52 p.m.
NED2 Entity disambiguation (via description) batch_6a03348b50a881909977c08348744725 completed May 12, 2026, 2:09 p.m.
Created at: April 10, 2026, 5:40 a.m.