Triple

T4139662
Position Surface form Disambiguated ID Type / Status
Subject Zine El Abidine Ben Ali E89240 entity
Predicate spouse P13 FINISHED
Object Naïma Kefi
Naïma Kefi is a Tunisian public figure best known as the wife of former Tunisian president Zine El Abidine Ben Ali.
 E415703 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: Naïma Kefi | Statement: [Zine El Abidine Ben Ali, spouse, Naïma Kefi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Naïma Kefi
Context triple: [Zine El Abidine Ben Ali, spouse, Naïma Kefi]
  • A. Najla Bouden
    Najla Bouden is a Tunisian academic and politician who became the country’s first female prime minister and the first woman to hold such a post in the Arab world.
  • B. Aida El-Kachef
    Aida El-Kachef is known as the wife of Egyptian diplomat and Nobel Peace Prize laureate Mohamed ElBaradei.
  • C. Lina Ben Mhenni
    Lina Ben Mhenni was a Tunisian blogger, activist, and outspoken critic of censorship whose online reporting became a prominent voice of the Arab Spring.
  • D. Chadlia Saïda Farhat
    Chadlia Saïda Farhat was the First Lady of Tunisia during the presidency of her husband, Beji Caid Essebsi.
  • E. Myriam L'Aouffir
    Myriam L'Aouffir is a Moroccan-French communications professional and media executive known for her work in digital strategy and her marriage to former IMF chief Dominique Strauss-Kahn.
  • 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: Naïma Kefi
Triple: [Zine El Abidine Ben Ali, spouse, Naïma Kefi]
Generated description
Naïma Kefi is a Tunisian public figure best known as the wife of former Tunisian president Zine El Abidine Ben Ali.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Naïma Kefi
Target entity description: Naïma Kefi is a Tunisian public figure best known as the wife of former Tunisian president Zine El Abidine Ben Ali.
  • A. Najla Bouden
    Najla Bouden is a Tunisian academic and politician who became the country’s first female prime minister and the first woman to hold such a post in the Arab world.
  • B. Aida El-Kachef
    Aida El-Kachef is known as the wife of Egyptian diplomat and Nobel Peace Prize laureate Mohamed ElBaradei.
  • C. Lina Ben Mhenni
    Lina Ben Mhenni was a Tunisian blogger, activist, and outspoken critic of censorship whose online reporting became a prominent voice of the Arab Spring.
  • D. Chadlia Saïda Farhat
    Chadlia Saïda Farhat was the First Lady of Tunisia during the presidency of her husband, Beji Caid Essebsi.
  • E. Myriam L'Aouffir
    Myriam L'Aouffir is a Moroccan-French communications professional and media executive known for her work in digital strategy and her marriage to former IMF chief Dominique Strauss-Kahn.
  • 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_69aed95785788190ae75bcf0cd1cafdf completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02485a788190ba6ee769e663b2d3 completed March 9, 2026, 5:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576ccdf348190a80305485bee354e completed March 14, 2026, 2:55 p.m.
NEDg Description generation batch_69b577785cdc8190ad0864d63aadf908 completed March 14, 2026, 2:58 p.m.
NED2 Entity disambiguation (via description) batch_69b578168ecc8190bc47f0902b130c7d completed March 14, 2026, 3 p.m.
Created at: March 9, 2026, 3:43 p.m.