Triple
T1586428
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shenwa |
E34075
|
entity |
| Predicate | spokenIn |
P2266
|
FINISHED |
| Object |
northern Algeria
Northern Algeria is a coastal and mountainous region of Algeria along the Mediterranean, encompassing major cities like Algiers and serving as the country’s political, economic, and cultural heartland.
|
E161944
|
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: northern Algeria | Statement: [Shenwa, spokenIn, northern Algeria]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: northern Algeria Context triple: [Shenwa, spokenIn, northern Algeria]
-
A.
northern Morocco
Northern Morocco is a region of Morocco encompassing historic cities like Fez and characterized by Mediterranean coastline, Rif Mountains, and a rich blend of Arab, Berber, and Andalusian cultural influences.
-
B.
Fezzan
Fezzan is a sparsely populated desert region in southwestern Libya, historically significant as a trans-Saharan trade hub and home to several ancient oasis settlements.
-
C.
M’zab region of Algeria
The M’zab region of Algeria is a historic Saharan oasis area known for its fortified Ibadi towns, distinctive vernacular architecture, and preservation of a unique Berber-Islamic cultural heritage.
-
D.
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.
-
E.
Kabylie
Kabylie is a mountainous coastal region in northern Algeria known as a historic stronghold of the Kabyle Berber people and their distinct language and culture.
- 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: northern Algeria Triple: [Shenwa, spokenIn, northern Algeria]
Generated description
Northern Algeria is a coastal and mountainous region of Algeria along the Mediterranean, encompassing major cities like Algiers and serving as the country’s political, economic, and cultural heartland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: northern Algeria Target entity description: Northern Algeria is a coastal and mountainous region of Algeria along the Mediterranean, encompassing major cities like Algiers and serving as the country’s political, economic, and cultural heartland.
-
A.
northern Morocco
Northern Morocco is a region of Morocco encompassing historic cities like Fez and characterized by Mediterranean coastline, Rif Mountains, and a rich blend of Arab, Berber, and Andalusian cultural influences.
-
B.
Fezzan
Fezzan is a sparsely populated desert region in southwestern Libya, historically significant as a trans-Saharan trade hub and home to several ancient oasis settlements.
-
C.
M’zab region of Algeria
The M’zab region of Algeria is a historic Saharan oasis area known for its fortified Ibadi towns, distinctive vernacular architecture, and preservation of a unique Berber-Islamic cultural heritage.
-
D.
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.
-
E.
Kabylie
chosen
Kabylie is a mountainous coastal region in northern Algeria known as a historic stronghold of the Kabyle Berber people and their distinct language and culture.
- F. None of above.
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_69a885fceb2c8190b47e0f7c0aefbff0 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a908f3b5f48190bd5eff3ce81c5ffb |
completed | March 5, 2026, 4:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad4037bbdc81909bcf9c5c7a7f5de5 |
completed | March 8, 2026, 9:24 a.m. |
| NEDg | Description generation | batch_69ad40e8dc04819084607a2d49c8fca2 |
completed | March 8, 2026, 9:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad413c17a08190bd71cc44d3a56510 |
completed | March 8, 2026, 9:28 a.m. |
Created at: March 4, 2026, 7:27 p.m.