Triple
T15978262
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nuba peoples |
E387505
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Ghulfan people
The Ghulfan people are an ethnic subgroup of the Nuba living in Sudan’s Nuba Mountains, known for their distinct language and cultural traditions.
|
E1188711
|
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: Ghulfan people | Statement: [Nuba peoples, hasSubgroup, Ghulfan people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghulfan people Context triple: [Nuba peoples, hasSubgroup, Ghulfan people]
-
A.
Asiri people
The Asiri people are an ethnic group native to southwestern Saudi Arabia’s mountainous Asir region, known for their distinct tribal culture, traditional architecture, and vibrant decorative arts.
-
B.
Nawda people
The Nawda people are an ethnic group of West Africa, primarily living in northern Togo, Ghana, and Burkina Faso, known for their distinct cultural traditions and use of the Nawdm language.
-
C.
Shawiya people
The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
-
D.
Qashqai people
The Qashqai people are a traditionally nomadic Turkic ethnic group of southwestern Iran, known for their pastoral lifestyle, tribal confederation, and distinctive weaving and textile arts.
-
E.
Lundayeh people
The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
- 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: Ghulfan people Triple: [Nuba peoples, hasSubgroup, Ghulfan people]
Generated description
The Ghulfan people are an ethnic subgroup of the Nuba living in Sudan’s Nuba Mountains, known for their distinct language and cultural traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghulfan people Target entity description: The Ghulfan people are an ethnic subgroup of the Nuba living in Sudan’s Nuba Mountains, known for their distinct language and cultural traditions.
-
A.
Asiri people
The Asiri people are an ethnic group native to southwestern Saudi Arabia’s mountainous Asir region, known for their distinct tribal culture, traditional architecture, and vibrant decorative arts.
-
B.
Nawda people
The Nawda people are an ethnic group of West Africa, primarily living in northern Togo, Ghana, and Burkina Faso, known for their distinct cultural traditions and use of the Nawdm language.
-
C.
Shawiya people
The Shawiya people are an Amazigh (Berber) ethnic group indigenous to Algeria’s Aurès Mountains, known for their distinct culture, history of resistance, and use of the Shawiya (Chaouia) language.
-
D.
Qashqai people
The Qashqai people are a traditionally nomadic Turkic ethnic group of southwestern Iran, known for their pastoral lifestyle, tribal confederation, and distinctive weaving and textile arts.
-
E.
Lundayeh people
The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
- 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_69d86da94ccc819083d187f5dc6a123e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e157521f6c8190a54023b5ee6fc033 |
completed | April 16, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffc3c9567c8190af87c3fcf8a4af15 |
completed | May 9, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69ffc7fb8f308190b649a64c344884b0 |
completed | May 9, 2026, 11:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffc83b4c648190bce41afbd6547fc1 |
completed | May 9, 2026, 11:50 p.m. |
Created at: April 10, 2026, 4:54 a.m.