Triple

T5366724
Position Surface form Disambiguated ID Type / Status
Subject Assia Djebar E103149 entity
Predicate birthName P65 FINISHED
Object Fatima-Zohra Imalayen
Fatima-Zohra Imalayen, better known by her pen name Assia Djebar, was a prominent Algerian novelist, filmmaker, and academic whose work powerfully explored themes of colonialism, gender, and identity in the Maghreb.
E516045 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: Fatima-Zohra Imalayen | Statement: [Assia Djebar, birthName, Fatima-Zohra Imalayen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fatima-Zohra Imalayen
Context triple: [Assia Djebar, birthName, Fatima-Zohra Imalayen]
  • A. Wassila Ben Ammar
    Wassila Ben Ammar was a prominent Tunisian political figure and the influential second wife of President Habib Bourguiba.
  • B. Fatiha Boudjahlat
    Fatiha Boudjahlat is a French essayist, teacher, and feminist known for her staunch defense of secularism and republican universalism, particularly in debates on religious symbols and identity politics.
  • C. Chadlia Saïda Farhat
    Chadlia Saïda Farhat was the First Lady of Tunisia during the presidency of her husband, Beji Caid Essebsi.
  • D. 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.
  • E. Naïma Kefi
    Naïma Kefi is a Tunisian public figure best known as the wife of former Tunisian president Zine El Abidine Ben Ali.
  • 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: Fatima-Zohra Imalayen
Triple: [Assia Djebar, birthName, Fatima-Zohra Imalayen]
Generated description
Fatima-Zohra Imalayen, better known by her pen name Assia Djebar, was a prominent Algerian novelist, filmmaker, and academic whose work powerfully explored themes of colonialism, gender, and identity in the Maghreb.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fatima-Zohra Imalayen
Target entity description: Fatima-Zohra Imalayen, better known by her pen name Assia Djebar, was a prominent Algerian novelist, filmmaker, and academic whose work powerfully explored themes of colonialism, gender, and identity in the Maghreb.
  • A. Wassila Ben Ammar
    Wassila Ben Ammar was a prominent Tunisian political figure and the influential second wife of President Habib Bourguiba.
  • B. Fatiha Boudjahlat
    Fatiha Boudjahlat is a French essayist, teacher, and feminist known for her staunch defense of secularism and republican universalism, particularly in debates on religious symbols and identity politics.
  • C. Chadlia Saïda Farhat
    Chadlia Saïda Farhat was the First Lady of Tunisia during the presidency of her husband, Beji Caid Essebsi.
  • D. 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.
  • E. Naïma Kefi
    Naïma Kefi is a Tunisian public figure best known as the wife of former Tunisian president Zine El Abidine Ben Ali.
  • 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_69bd43daa3e4819090b59d127db70e57 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd8684103081908ed79625b59e4b24 completed March 20, 2026, 5:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf2924caf48190b05f3ccbe54997d7 completed March 21, 2026, 11:26 p.m.
NEDg Description generation batch_69bf2a09891c81908509695a41d1aa02 completed March 21, 2026, 11:30 p.m.
NED2 Entity disambiguation (via description) batch_69bf2ad48fc48190bb0c7de4df879c3b completed March 21, 2026, 11:33 p.m.
Created at: March 20, 2026, 2:02 p.m.