Triple
T6985260
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kabylie |
E161944
|
entity |
| Predicate | hasNotableArtist |
P2487
|
FINISHED |
| Object |
Matoub Lounes
Matoub Lounes was a prominent Algerian Kabyle singer, poet, and outspoken activist for Berber (Amazigh) identity and secularism, renowned for his politically charged songs and symbolic role in the struggle for cultural rights.
|
E633338
|
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: Matoub Lounes | Statement: [Kabylie, hasNotableArtist, Matoub Lounes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matoub Lounes Context triple: [Kabylie, hasNotableArtist, Matoub Lounes]
-
A.
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.
-
B.
Mohamed Ridouani
Mohamed Ridouani is a Belgian politician who serves as the mayor of the city of Leuven.
-
C.
Mohamen Mehdi Ouazanni
Mohamen Mehdi Ouazanni is a Moroccan actor known for his roles in international film and television productions, including biblical and historical dramas.
-
D.
Karim Kharbouch
Karim Kharbouch is the Moroccan-American rapper, singer, and songwriter better known by his stage name French Montana.
-
E.
Mehdi Jomaa
Mehdi Jomaa is a Tunisian engineer and politician who served as Tunisia’s interim prime minister during the country’s post-revolution transitional period.
- 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: Matoub Lounes Triple: [Kabylie, hasNotableArtist, Matoub Lounes]
Generated description
Matoub Lounes was a prominent Algerian Kabyle singer, poet, and outspoken activist for Berber (Amazigh) identity and secularism, renowned for his politically charged songs and symbolic role in the struggle for cultural rights.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matoub Lounes Target entity description: Matoub Lounes was a prominent Algerian Kabyle singer, poet, and outspoken activist for Berber (Amazigh) identity and secularism, renowned for his politically charged songs and symbolic role in the struggle for cultural rights.
-
A.
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.
-
B.
Mohamed Ridouani
Mohamed Ridouani is a Belgian politician who serves as the mayor of the city of Leuven.
-
C.
Mohamen Mehdi Ouazanni
Mohamen Mehdi Ouazanni is a Moroccan actor known for his roles in international film and television productions, including biblical and historical dramas.
-
D.
Karim Kharbouch
Karim Kharbouch is the Moroccan-American rapper, singer, and songwriter better known by his stage name French Montana.
-
E.
Mehdi Jomaa
Mehdi Jomaa is a Tunisian engineer and politician who served as Tunisia’s interim prime minister during the country’s post-revolution transitional period.
- 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_69c68855dc0481909b4c7e9e9ed273db |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db91fbc881908c26b7b991995062 |
completed | March 27, 2026, 7:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c761cb0f1c8190b22b1ad2cd1d7a57 |
completed | March 28, 2026, 5:06 a.m. |
| NEDg | Description generation | batch_69c7630440508190a66f218fd912d732 |
completed | March 28, 2026, 5:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7639747b88190b3429817d53c5703 |
completed | March 28, 2026, 5:13 a.m. |
Created at: March 27, 2026, 2:31 p.m.