Triple
T3781286
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sudanese |
E85421
|
entity |
| Predicate | languageAssociated |
P4185
|
FINISHED |
| Object |
Beja language
The Beja language is a Cushitic language spoken primarily by the Beja people across parts of Sudan, Egypt, and Eritrea.
|
E387504
|
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 language | Statement: [Sudanese, languageAssociated, Beja language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beja language Context triple: [Sudanese, languageAssociated, Beja language]
-
A.
Mirandese language
Mirandese language is a minority Romance language spoken in northeastern Portugal, closely related to Astur-Leonese and recognized for its distinct cultural and linguistic heritage.
-
B.
African Portuguese
African Portuguese is the group of regional varieties of the Portuguese language spoken across several African countries, shaped by local languages and cultures.
-
C.
Haketia
Haketia is a Judeo-Spanish dialect historically spoken by Sephardic Jews in northern Morocco and parts of Gibraltar, characterized by strong influences from Moroccan Arabic and Hebrew.
-
D.
Cape Verdean Creole
Cape Verdean Creole is a group of Portuguese-based creole languages spoken in Cape Verde, shaped by West African linguistic and cultural influences.
-
E.
Embu language
The Embu language is a Bantu language spoken primarily by the Embu people of central Kenya, closely related to other Mount Kenya languages such as Kikuyu and Meru.
- 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 language Triple: [Sudanese, languageAssociated, Beja language]
Generated description
The Beja language is a Cushitic language spoken primarily by the Beja people across parts of Sudan, Egypt, and Eritrea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beja language Target entity description: The Beja language is a Cushitic language spoken primarily by the Beja people across parts of Sudan, Egypt, and Eritrea.
-
A.
Mirandese language
Mirandese language is a minority Romance language spoken in northeastern Portugal, closely related to Astur-Leonese and recognized for its distinct cultural and linguistic heritage.
-
B.
African Portuguese
African Portuguese is the group of regional varieties of the Portuguese language spoken across several African countries, shaped by local languages and cultures.
-
C.
Haketia
Haketia is a Judeo-Spanish dialect historically spoken by Sephardic Jews in northern Morocco and parts of Gibraltar, characterized by strong influences from Moroccan Arabic and Hebrew.
-
D.
Cape Verdean Creole
Cape Verdean Creole is a group of Portuguese-based creole languages spoken in Cape Verde, shaped by West African linguistic and cultural influences.
-
E.
Embu language
The Embu language is a Bantu language spoken primarily by the Embu people of central Kenya, closely related to other Mount Kenya languages such as Kikuyu and Meru.
- 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_69aed937fa8881908208ef3801060826 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee3d98b38819094df9569b549124f |
completed | March 9, 2026, 3:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f04353a881908e612a10572eb8c5 |
completed | March 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69b4f0e77efc8190b4459d4559261a2f |
completed | March 14, 2026, 5:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4f15cfde88190bcb2680b90f98111 |
completed | March 14, 2026, 5:25 a.m. |
Created at: March 9, 2026, 3:12 p.m.