Triple
T17263008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tunisian national movement |
E419051
|
entity |
| Predicate | notableFigure |
P4290
|
FINISHED |
| Object |
Mahmoud El Materi
Mahmoud El Materi was a prominent Tunisian nationalist leader and early independence activist who played a key role in shaping the country’s anti-colonial movement.
|
E1304635
|
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: Mahmoud El Materi | Statement: [Tunisian national movement, notableFigure, Mahmoud El Materi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mahmoud El Materi Context triple: [Tunisian national movement, notableFigure, Mahmoud El Materi]
-
A.
Mahmoud Messadi
Mahmoud Messadi was a prominent Tunisian writer, intellectual, and politician known for his influential role in shaping modern Tunisian literature and education policy.
-
B.
Mohamed Sayah
Mohamed Sayah is a Tunisian political figure and former government minister known for his close association with President Habib Bourguiba and his influential role in post-independence Tunisian politics.
-
C.
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.
-
D.
Karim Kharbouch
Karim Kharbouch is the Moroccan-American rapper, singer, and songwriter better known by his stage name French Montana.
-
E.
Ahmed Boumendjel
Ahmed Boumendjel was an Algerian nationalist leader, lawyer, and politician who played a key role in the political negotiations that led to Algeria’s independence from France.
- 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: Mahmoud El Materi Triple: [Tunisian national movement, notableFigure, Mahmoud El Materi]
Generated description
Mahmoud El Materi was a prominent Tunisian nationalist leader and early independence activist who played a key role in shaping the country’s anti-colonial movement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mahmoud El Materi Target entity description: Mahmoud El Materi was a prominent Tunisian nationalist leader and early independence activist who played a key role in shaping the country’s anti-colonial movement.
-
A.
Mahmoud Messadi
Mahmoud Messadi was a prominent Tunisian writer, intellectual, and politician known for his influential role in shaping modern Tunisian literature and education policy.
-
B.
Mohamed Sayah
Mohamed Sayah is a Tunisian political figure and former government minister known for his close association with President Habib Bourguiba and his influential role in post-independence Tunisian politics.
-
C.
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.
-
D.
Karim Kharbouch
Karim Kharbouch is the Moroccan-American rapper, singer, and songwriter better known by his stage name French Montana.
-
E.
Ahmed Boumendjel
Ahmed Boumendjel was an Algerian nationalist leader, lawyer, and politician who played a key role in the political negotiations that led to Algeria’s independence from France.
- 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_6a035d74c65c8190ac966c1fb96b0ce1 |
completed | May 12, 2026, 5:03 p.m. |
| NEDg | Description generation | batch_6a035e8347608190a224143b51cfb68a |
completed | May 12, 2026, 5:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a035f05ed748190adecfab4c60397e4 |
completed | May 12, 2026, 5:10 p.m. |
Created at: April 10, 2026, 5:40 a.m.