Triple
T17262822
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sadiki College |
E419047
|
entity |
| Predicate | hasAlumnus |
P51
|
FINISHED |
| Object |
Hédi Mabrouk
Hédi Mabrouk was a prominent Tunisian diplomat and politician who notably served as Tunisia’s foreign minister and ambassador to France.
|
E1262896
|
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: Hédi Mabrouk | Statement: [Sadiki College, hasAlumnus, Hédi Mabrouk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hédi Mabrouk Context triple: [Sadiki College, hasAlumnus, Hédi Mabrouk]
-
A.
Hédi Chaker
Hédi Chaker was a prominent Tunisian nationalist leader and independence activist who played a key role in the country’s anti-colonial movement.
-
B.
Hédi Nouira
Hédi Nouira was a prominent Tunisian politician who served as Prime Minister from 1970 to 1980 and played a key role in shaping the country’s post-independence economic policies.
-
C.
Maimouna Youssef
Maimouna Youssef, also known as Mumu Fresh, is an American singer, songwriter, and emcee acclaimed for her soulful blend of hip-hop, jazz, and R&B and her collaborations with prominent artists across genres.
-
D.
Samia Chancrin
Samia Chancrin is an actress known for her role in the German crime thriller film "In the Fade."
-
E.
Yasmin Abdallah
Yasmin Abdallah is an Australian fashion stylist and former boutique owner known for her influential work in the fashion industry and a brief marriage to actor Rufus Sewell.
- 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: Hédi Mabrouk Triple: [Sadiki College, hasAlumnus, Hédi Mabrouk]
Generated description
Hédi Mabrouk was a prominent Tunisian diplomat and politician who notably served as Tunisia’s foreign minister and ambassador to France.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hédi Mabrouk Target entity description: Hédi Mabrouk was a prominent Tunisian diplomat and politician who notably served as Tunisia’s foreign minister and ambassador to France.
-
A.
Hédi Chaker
Hédi Chaker was a prominent Tunisian nationalist leader and independence activist who played a key role in the country’s anti-colonial movement.
-
B.
Hédi Nouira
Hédi Nouira was a prominent Tunisian politician who served as Prime Minister from 1970 to 1980 and played a key role in shaping the country’s post-independence economic policies.
-
C.
Maimouna Youssef
Maimouna Youssef, also known as Mumu Fresh, is an American singer, songwriter, and emcee acclaimed for her soulful blend of hip-hop, jazz, and R&B and her collaborations with prominent artists across genres.
-
D.
Samia Chancrin
Samia Chancrin is an actress known for her role in the German crime thriller film "In the Fade."
-
E.
Yasmin Abdallah
Yasmin Abdallah is an Australian fashion stylist and former boutique owner known for her influential work in the fashion industry and a brief marriage to actor Rufus Sewell.
- 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_6a018c3ca3f08190b7da411a5638214e |
completed | May 11, 2026, 7:58 a.m. |
| NEDg | Description generation | batch_6a018d9651a48190b8a465741bb5b549 |
completed | May 11, 2026, 8:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a018eb4aed881908bf0f6837f373d04 |
completed | May 11, 2026, 8:09 a.m. |
Created at: April 10, 2026, 5:40 a.m.