Triple
T3269990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Borno State |
E68621
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object |
Marghi people
The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
|
E365183
|
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: Marghi people | Statement: [Borno State, hasEthnicGroup, Marghi people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marghi people Context triple: [Borno State, hasEthnicGroup, Marghi people]
-
A.
Buin people
The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
-
B.
Murri people
The Murri people are a collective term for various Aboriginal groups from Queensland and northern New South Wales in Australia, with distinct languages, cultures, and histories tied to these regions.
-
C.
Datooga people
The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
-
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.
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: Marghi people Triple: [Borno State, hasEthnicGroup, Marghi people]
Generated description
The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marghi people Target entity description: The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
-
A.
Buin people
The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
-
B.
Murri people
The Murri people are a collective term for various Aboriginal groups from Queensland and northern New South Wales in Australia, with distinct languages, cultures, and histories tied to these regions.
-
C.
Datooga people
The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
-
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.
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_69ad859b54f881909bf530d549caf2fd |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adaff349148190beae8c0994b7ad83 |
completed | March 8, 2026, 5:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b37e49fa3c8190baa956a311b1a716 |
completed | March 13, 2026, 3:02 a.m. |
| NEDg | Description generation | batch_69b37ecd49ac8190a1c66ca23eef8466 |
completed | March 13, 2026, 3:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b37f300a748190aa68556910c851d8 |
completed | March 13, 2026, 3:06 a.m. |
Created at: March 8, 2026, 3:09 p.m.