Triple
T11424254
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Moru–Madi languages |
E270703
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Ma’di people
The Ma’di people are an ethnic group of northeastern Africa, primarily living in South Sudan and northern Uganda, known for their distinct cultural traditions and Nilo-Saharan language.
|
E924699
|
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: Ma’di people | Statement: [Moru–Madi languages, usedBy, Ma’di people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ma’di people Context triple: [Moru–Madi languages, usedBy, Ma’di people]
-
A.
Tamyen people
The Tamyen people are an Ohlone Native American group indigenous to the Santa Clara Valley region of California, traditionally speaking the Tamyen language and maintaining distinct cultural and spiritual practices tied to the local landscape.
-
B.
Nubians
Nubians are an indigenous ethnic group of the Nile Valley, primarily inhabiting southern Egypt and northern Sudan, known for their distinct language, culture, and ancient historical heritage.
-
C.
Bamun people
The Bamun people are a Central African ethnic group primarily from western Cameroon, known for their historic kingdom, distinctive art and architecture, and the creation of the Bamum script under Sultan Ibrahim Njoya.
-
D.
Naharra people
The Naharra people are an ethnic subgroup of the Makua, sharing the broader Makua cultural and linguistic heritage while maintaining their own distinct local identity.
-
E.
Mursi people
The Mursi people are an agro-pastoralist ethnic group of the Omo Valley in southwestern Ethiopia, known for their distinctive cultural practices such as lip plates and elaborate body decoration.
- 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: Ma’di people Triple: [Moru–Madi languages, usedBy, Ma’di people]
Generated description
The Ma’di people are an ethnic group of northeastern Africa, primarily living in South Sudan and northern Uganda, known for their distinct cultural traditions and Nilo-Saharan language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ma’di people Target entity description: The Ma’di people are an ethnic group of northeastern Africa, primarily living in South Sudan and northern Uganda, known for their distinct cultural traditions and Nilo-Saharan language.
-
A.
Tamyen people
The Tamyen people are an Ohlone Native American group indigenous to the Santa Clara Valley region of California, traditionally speaking the Tamyen language and maintaining distinct cultural and spiritual practices tied to the local landscape.
-
B.
Nubians
Nubians are an indigenous ethnic group of the Nile Valley, primarily inhabiting southern Egypt and northern Sudan, known for their distinct language, culture, and ancient historical heritage.
-
C.
Bamun people
The Bamun people are a Central African ethnic group primarily from western Cameroon, known for their historic kingdom, distinctive art and architecture, and the creation of the Bamum script under Sultan Ibrahim Njoya.
-
D.
Naharra people
The Naharra people are an ethnic subgroup of the Makua, sharing the broader Makua cultural and linguistic heritage while maintaining their own distinct local identity.
-
E.
Mursi people
The Mursi people are an agro-pastoralist ethnic group of the Omo Valley in southwestern Ethiopia, known for their distinctive cultural practices such as lip plates and elaborate body decoration.
- 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_69d6aadeef688190874bcecd88b3dd9b |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d806be9c2c819084da13101cbb6c81 |
completed | April 9, 2026, 8:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5b8b553808190bf8b40d9b03e12b7 |
completed | April 20, 2026, 5:25 a.m. |
| NEDg | Description generation | batch_69e5c28e2dd481909b45a43b5825f393 |
completed | April 20, 2026, 6:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5c4722c348190a4c49edb1f6df240 |
completed | April 20, 2026, 6:15 a.m. |
Created at: April 8, 2026, 9:35 p.m.