Triple
T9054029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ahmed Ben Bella |
E216951
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Zohra Sellami
Zohra Sellami was the wife of Ahmed Ben Bella, the first President of independent Algeria.
|
E776003
|
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: Zohra Sellami | Statement: [Ahmed Ben Bella, spouse, Zohra Sellami]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zohra Sellami Context triple: [Ahmed Ben Bella, spouse, Zohra Sellami]
-
A.
Wassila Ben Ammar
Wassila Ben Ammar was a prominent Tunisian political figure and the influential second wife of President Habib Bourguiba.
-
B.
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.
-
C.
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.
-
D.
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.
-
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: Zohra Sellami Triple: [Ahmed Ben Bella, spouse, Zohra Sellami]
Generated description
Zohra Sellami was the wife of Ahmed Ben Bella, the first President of independent Algeria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zohra Sellami Target entity description: Zohra Sellami was the wife of Ahmed Ben Bella, the first President of independent Algeria.
-
A.
Wassila Ben Ammar
Wassila Ben Ammar was a prominent Tunisian political figure and the influential second wife of President Habib Bourguiba.
-
B.
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.
-
C.
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.
-
D.
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.
-
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_69ca83d362e88190ae44b4e4dc194209 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc7a72e2dc8190a16deff8abe701b1 |
completed | April 1, 2026, 1:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cffdbd54848190ba79d873321f4fc9 |
completed | April 3, 2026, 5:49 p.m. |
| NEDg | Description generation | batch_69d000d2c5688190b014ce33c04ff875 |
completed | April 3, 2026, 6:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d001a1056c819083793547dbd4b1ee |
completed | April 3, 2026, 6:06 p.m. |
Created at: March 30, 2026, 7:10 p.m.