Triple
T7367899
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shawiya |
E169916
|
entity |
| Predicate | relatedGroup |
P37
|
FINISHED |
| Object |
Chaoui of Tunisia
The Chaoui of Tunisia are a Berber-speaking ethnic group culturally and historically linked to the Shawiya people of the Aurès region in Algeria.
|
E659739
|
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: Chaoui of Tunisia | Statement: [Shawiya, relatedGroup, Chaoui of Tunisia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chaoui of Tunisia Context triple: [Shawiya, relatedGroup, Chaoui of Tunisia]
-
A.
Saïd Ben Saïd
Saïd Ben Saïd is a Tunisian-French film producer known for collaborating with prominent directors on acclaimed international films.
-
B.
Mohamed Ghannouchi
Mohamed Ghannouchi is a Tunisian politician and technocrat who served as Prime Minister and briefly as interim president during the 2011 Tunisian Revolution.
-
C.
Farhat Hached
Farhat Hached was a prominent Tunisian trade unionist and nationalist leader whose activism against French colonial rule made him a key figure in Tunisia’s independence movement.
-
D.
Adel Taarabt
Adel Taarabt is a Moroccan attacking midfielder known for his exceptional dribbling skills and flair, particularly during his standout spell in English football.
-
E.
Ismail Chirine
Ismail Chirine was an Egyptian aristocrat, diplomat, and military officer best known as the second husband of Princess Fawzia of Egypt and Iran.
- 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: Chaoui of Tunisia Triple: [Shawiya, relatedGroup, Chaoui of Tunisia]
Generated description
The Chaoui of Tunisia are a Berber-speaking ethnic group culturally and historically linked to the Shawiya people of the Aurès region in Algeria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chaoui of Tunisia Target entity description: The Chaoui of Tunisia are a Berber-speaking ethnic group culturally and historically linked to the Shawiya people of the Aurès region in Algeria.
-
A.
Saïd Ben Saïd
Saïd Ben Saïd is a Tunisian-French film producer known for collaborating with prominent directors on acclaimed international films.
-
B.
Mohamed Ghannouchi
Mohamed Ghannouchi is a Tunisian politician and technocrat who served as Prime Minister and briefly as interim president during the 2011 Tunisian Revolution.
-
C.
Farhat Hached
Farhat Hached was a prominent Tunisian trade unionist and nationalist leader whose activism against French colonial rule made him a key figure in Tunisia’s independence movement.
-
D.
Adel Taarabt
Adel Taarabt is a Moroccan attacking midfielder known for his exceptional dribbling skills and flair, particularly during his standout spell in English football.
-
E.
Ismail Chirine
Ismail Chirine was an Egyptian aristocrat, diplomat, and military officer best known as the second husband of Princess Fawzia of Egypt and Iran.
- 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_69c68a5ade988190885b7175f63b7534 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f17fe278819094eb1dd886583c6a |
completed | March 27, 2026, 9:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c802bfaa10819083ab3137dbdeefb6 |
completed | March 28, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69c80362bcb88190ad8c42f520d7dd56 |
completed | March 28, 2026, 4:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c803da5e2c819098814b16d14cf837 |
completed | March 28, 2026, 4:37 p.m. |
Created at: March 27, 2026, 3:07 p.m.