Triple
T2233542
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maban languages |
E49225
|
entity |
| Predicate | areSpokenBy |
P2181
|
FINISHED |
| Object |
Masalit people
The Masalit people are an ethnic group of the Darfur region in western Sudan and eastern Chad, known for their distinct culture and language within the Maban branch of the Nilo-Saharan family.
|
E247375
|
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: Masalit people | Statement: [Maban languages, areSpokenBy, Masalit people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Masalit people Context triple: [Maban languages, areSpokenBy, Masalit people]
-
A.
Mishing people
The Mishing people are an indigenous Tibeto-Burman–speaking community of the Brahmaputra Valley known for their riverine settlements, agriculture, and rich folk music and dance traditions.
-
B.
Ha people
The Ha people are a Bantu-speaking ethnic group of the African Great Lakes region, primarily inhabiting western Tanzania and parts of neighboring countries, known for their rich agricultural traditions and distinctive cultural practices.
-
C.
Bilen people
The Bilen people are an ethnic group of Eritrea known for their distinct Cushitic language, rich oral traditions, and predominantly Muslim and Christian communities.
-
D.
Salinan people
The Salinan people are a Native American tribe indigenous to California’s central coast and inland valleys, traditionally living as hunter-gatherers and later heavily impacted by Spanish missionization.
-
E.
Shilha people
The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
- 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: Masalit people Triple: [Maban languages, areSpokenBy, Masalit people]
Generated description
The Masalit people are an ethnic group of the Darfur region in western Sudan and eastern Chad, known for their distinct culture and language within the Maban branch of the Nilo-Saharan family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Masalit people Target entity description: The Masalit people are an ethnic group of the Darfur region in western Sudan and eastern Chad, known for their distinct culture and language within the Maban branch of the Nilo-Saharan family.
-
A.
Mishing people
The Mishing people are an indigenous Tibeto-Burman–speaking community of the Brahmaputra Valley known for their riverine settlements, agriculture, and rich folk music and dance traditions.
-
B.
Ha people
The Ha people are a Bantu-speaking ethnic group of the African Great Lakes region, primarily inhabiting western Tanzania and parts of neighboring countries, known for their rich agricultural traditions and distinctive cultural practices.
-
C.
Bilen people
The Bilen people are an ethnic group of Eritrea known for their distinct Cushitic language, rich oral traditions, and predominantly Muslim and Christian communities.
-
D.
Salinan people
The Salinan people are a Native American tribe indigenous to California’s central coast and inland valleys, traditionally living as hunter-gatherers and later heavily impacted by Spanish missionization.
-
E.
Shilha people
The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
- 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_69a88aa84bdc819086df50e9c20b301e |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc0913f1c8190ac9cfeb0f1c84a76 |
completed | March 7, 2026, 6:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b020e308190a6d5a50a8e808aba |
completed | March 9, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_69ae6b73bb688190bcade17d991c4862 |
completed | March 9, 2026, 6:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6be4431c81909c9b4ad82226215d |
completed | March 9, 2026, 6:42 a.m. |
Created at: March 4, 2026, 7:47 p.m.