Triple
T7533627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tunisian Saharan Berber |
E178089
|
entity |
| Predicate | spokenIn |
P2266
|
FINISHED |
| Object |
southern Tunisia
Southern Tunisia is the arid, largely desert region of Tunisia that includes parts of the Sahara and is home to various Berber-speaking communities and oasis settlements.
|
E671291
|
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: southern Tunisia | Statement: [Tunisian Saharan Berber, spokenIn, southern Tunisia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: southern Tunisia Context triple: [Tunisian Saharan Berber, spokenIn, southern Tunisia]
-
A.
northern Tunisia
Northern Tunisia is a fertile, Mediterranean coastal and inland region of Tunisia known for its major cities, agriculture, and rich ancient and Islamic historical sites.
-
B.
eastern Tunisia
Eastern Tunisia is a coastal region of Tunisia along the Mediterranean Sea, known for its historic cities, Roman archaeological sites, and significant economic and cultural activity.
-
C.
northwestern Tunisia
Northwestern Tunisia is a region of Tunisia characterized by its mountainous terrain, proximity to the Algerian border, and a mix of Arab and Berber cultural influences.
-
D.
Central Tunisia
Central Tunisia is a semi-arid inland region of Tunisia characterized by its rugged terrain, steppe landscapes, and strategic location that has made it a historic crossroads and battleground.
-
E.
southern Algeria
Southern Algeria is a vast, sparsely populated region dominated by the Sahara Desert, known for its oases, desert landscapes, and historically important caravan and trade routes.
- 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: southern Tunisia Triple: [Tunisian Saharan Berber, spokenIn, southern Tunisia]
Generated description
Southern Tunisia is the arid, largely desert region of Tunisia that includes parts of the Sahara and is home to various Berber-speaking communities and oasis settlements.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: southern Tunisia Target entity description: Southern Tunisia is the arid, largely desert region of Tunisia that includes parts of the Sahara and is home to various Berber-speaking communities and oasis settlements.
-
A.
northern Tunisia
Northern Tunisia is a fertile, Mediterranean coastal and inland region of Tunisia known for its major cities, agriculture, and rich ancient and Islamic historical sites.
-
B.
eastern Tunisia
Eastern Tunisia is a coastal region of Tunisia along the Mediterranean Sea, known for its historic cities, Roman archaeological sites, and significant economic and cultural activity.
-
C.
northwestern Tunisia
Northwestern Tunisia is a region of Tunisia characterized by its mountainous terrain, proximity to the Algerian border, and a mix of Arab and Berber cultural influences.
-
D.
Central Tunisia
Central Tunisia is a semi-arid inland region of Tunisia characterized by its rugged terrain, steppe landscapes, and strategic location that has made it a historic crossroads and battleground.
-
E.
southern Algeria
Southern Algeria is a vast, sparsely populated region dominated by the Sahara Desert, known for its oases, desert landscapes, and historically important caravan and trade routes.
- 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_69c69f2acdbc8190b5a8320168c1d0ba |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f8493964819086aeddfa4872a70b |
completed | March 27, 2026, 9:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84f0765b48190b8df68f22c8901f4 |
completed | March 28, 2026, 9:58 p.m. |
| NEDg | Description generation | batch_69c8514ed0108190bb9686422818b2d1 |
completed | March 28, 2026, 10:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c851f462dc8190a706c9580449a396 |
completed | March 28, 2026, 10:11 p.m. |
Created at: March 27, 2026, 3:47 p.m.