Triple
T9066936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beni-Amir |
E217266
|
entity |
| Predicate | associatedLanguageVariety |
P5595
|
FINISHED |
| Object |
Beja (Bedawiyet)
Beja (Bedawiyet) is a Cushitic language spoken primarily by the Beja people of northeastern Africa, including groups such as the Beni-Amir, across parts of Sudan, Eritrea, and Egypt.
|
E776020
|
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: Beja (Bedawiyet) | Statement: [Beni-Amir, associatedLanguageVariety, Beja (Bedawiyet)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beja (Bedawiyet) Context triple: [Beni-Amir, associatedLanguageVariety, Beja (Bedawiyet)]
-
A.
Gash‑Barka
Gash‑Barka is a largely agricultural region in southwestern Eritrea known for its fertile land and role as one of the country’s main food-producing areas.
-
B.
El-Basaliya
El-Basaliya is a town located in Egypt’s Aswan Governorate, a region known for its Nile-side settlements and proximity to major Nubian and ancient Egyptian heritage sites.
-
C.
Kharga
Kharga is a town in Egypt’s Western Desert that serves as the administrative center of the surrounding Kharga Oasis region.
-
D.
Badawiyya
Badawiyya is a Sufi order originating in Egypt and associated with the veneration and teachings of the 13th-century mystic Ahmad al-Badawi.
-
E.
Gash-Barka Region
Gash-Barka Region is a largely rural administrative region in western Eritrea known for its agricultural importance and strategic location bordering Sudan and Ethiopia.
- 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: Beja (Bedawiyet) Triple: [Beni-Amir, associatedLanguageVariety, Beja (Bedawiyet)]
Generated description
Beja (Bedawiyet) is a Cushitic language spoken primarily by the Beja people of northeastern Africa, including groups such as the Beni-Amir, across parts of Sudan, Eritrea, and Egypt.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beja (Bedawiyet) Target entity description: Beja (Bedawiyet) is a Cushitic language spoken primarily by the Beja people of northeastern Africa, including groups such as the Beni-Amir, across parts of Sudan, Eritrea, and Egypt.
-
A.
Gash‑Barka
Gash‑Barka is a largely agricultural region in southwestern Eritrea known for its fertile land and role as one of the country’s main food-producing areas.
-
B.
El-Basaliya
El-Basaliya is a town located in Egypt’s Aswan Governorate, a region known for its Nile-side settlements and proximity to major Nubian and ancient Egyptian heritage sites.
-
C.
Kharga
Kharga is a town in Egypt’s Western Desert that serves as the administrative center of the surrounding Kharga Oasis region.
-
D.
Badawiyya
Badawiyya is a Sufi order originating in Egypt and associated with the veneration and teachings of the 13th-century mystic Ahmad al-Badawi.
-
E.
Gash-Barka Region
Gash-Barka Region is a largely rural administrative region in western Eritrea known for its agricultural importance and strategic location bordering Sudan and Ethiopia.
- 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_69ca83d5a7f48190b16c1e59bd43ede0 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc94bde9c08190a4f568fbccc3c3e9 |
completed | April 1, 2026, 3:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cffddc5c288190b18c2ae1aece4ed6 |
completed | April 3, 2026, 5:50 p.m. |
| NEDg | Description generation | batch_69d000d2c5688190b014ce33c04ff875 |
completed | April 3, 2026, 6:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d001a1056c819083793547dbd4b1ee |
completed | April 3, 2026, 6:06 p.m. |
Created at: March 30, 2026, 7:11 p.m.