Triple
T3736902
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chadians |
E79606
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
Gorane people
The Gorane people are a traditionally nomadic Saharan ethnic group of northern Chad, known for their camel herding, trans-Saharan trade heritage, and distinct Toubou-related language and culture.
|
E384965
|
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: Gorane people | Statement: [Chadians, ethnicGroup, Gorane people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gorane people Context triple: [Chadians, ethnicGroup, Gorane people]
-
A.
Dyula people
The Dyula people are a Mande-speaking West African ethnic group historically known as long-distance Muslim traders and cultural intermediaries across regions of present-day Côte d’Ivoire, Burkina Faso, Mali, and neighboring countries.
-
B.
Oron people
The Oron people are a coastal ethnic group of southeastern Nigeria known for their fishing traditions, rich maritime culture, and close historical ties with neighboring Lower Cross River peoples.
-
C.
Zaza people
The Zaza people are an ethnic group primarily inhabiting eastern Turkey, known for their distinct Zazaki language and cultural traditions separate from neighboring Kurdish and Turkish populations.
-
D.
Saho people
The Saho people are a Cushitic-speaking ethnic group of the Horn of Africa, traditionally pastoralist and predominantly Muslim, living mainly in Eritrea and adjacent parts of Ethiopia.
-
E.
Oirat people
The Oirat people are a group of western Mongolic tribes historically known for their powerful nomadic confederations in Central Asia and for founding the Dzungar Khanate.
- 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: Gorane people Triple: [Chadians, ethnicGroup, Gorane people]
Generated description
The Gorane people are a traditionally nomadic Saharan ethnic group of northern Chad, known for their camel herding, trans-Saharan trade heritage, and distinct Toubou-related language and culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gorane people Target entity description: The Gorane people are a traditionally nomadic Saharan ethnic group of northern Chad, known for their camel herding, trans-Saharan trade heritage, and distinct Toubou-related language and culture.
-
A.
Dyula people
The Dyula people are a Mande-speaking West African ethnic group historically known as long-distance Muslim traders and cultural intermediaries across regions of present-day Côte d’Ivoire, Burkina Faso, Mali, and neighboring countries.
-
B.
Oron people
The Oron people are a coastal ethnic group of southeastern Nigeria known for their fishing traditions, rich maritime culture, and close historical ties with neighboring Lower Cross River peoples.
-
C.
Zaza people
The Zaza people are an ethnic group primarily inhabiting eastern Turkey, known for their distinct Zazaki language and cultural traditions separate from neighboring Kurdish and Turkish populations.
-
D.
Saho people
The Saho people are a Cushitic-speaking ethnic group of the Horn of Africa, traditionally pastoralist and predominantly Muslim, living mainly in Eritrea and adjacent parts of Ethiopia.
-
E.
Oirat people
The Oirat people are a group of western Mongolic tribes historically known for their powerful nomadic confederations in Central Asia and for founding the Dzungar Khanate.
- 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_69ad8b115610819095b02007da5ca3cb |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcb3d32b081909a993a78b0869db8 |
completed | March 8, 2026, 7:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4db1e4cc48190bfc1078e9b06d2d9 |
completed | March 14, 2026, 3:50 a.m. |
| NEDg | Description generation | batch_69b4dc41a54c819099081242687e9011 |
completed | March 14, 2026, 3:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4dcb9235c8190af2b5a5d222e8413 |
completed | March 14, 2026, 3:57 a.m. |
Created at: March 8, 2026, 3:34 p.m.