Triple
T11093639
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madi language |
E262317
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Madi people
The Madi people are an ethnic group of Central Africa, primarily living in northern Uganda and South Sudan, known for their distinct cultural traditions and Nilotic heritage.
|
E1077884
|
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: Madi people | Statement: [Madi language, spokenBy, Madi people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Madi people Context triple: [Madi language, spokenBy, Madi people]
-
A.
Maba people
The Maba people are a major ethnic group of eastern Chad and western Sudan, known for their distinct Nilo-Saharan language and predominantly Muslim cultural traditions.
-
B.
Muna people
The Muna people are an indigenous ethnic group of Southeast Sulawesi, Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich maritime and weaving traditions.
-
C.
Munji people
The Munji people are an ethnic group native to the Munjan Valley of northeastern Afghanistan, known for speaking the Munji language and maintaining distinct cultural and linguistic traditions.
-
D.
Biainili people
The Biainili people were the ancient inhabitants of the kingdom of Urartu in the Armenian Highlands, known for their advanced fortress architecture and role as a major Near Eastern power in the early first millennium BCE.
-
E.
Semendo people
The Semendo people are an indigenous ethnic group of South Sumatra in Indonesia, known for their agrarian traditions, distinctive kinship systems, and rich local customs.
- 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: Madi people Triple: [Madi language, spokenBy, Madi people]
Generated description
The Madi people are an ethnic group of Central Africa, primarily living in northern Uganda and South Sudan, known for their distinct cultural traditions and Nilotic heritage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Madi people Target entity description: The Madi people are an ethnic group of Central Africa, primarily living in northern Uganda and South Sudan, known for their distinct cultural traditions and Nilotic heritage.
-
A.
Maba people
The Maba people are a major ethnic group of eastern Chad and western Sudan, known for their distinct Nilo-Saharan language and predominantly Muslim cultural traditions.
-
B.
Muna people
The Muna people are an indigenous ethnic group of Southeast Sulawesi, Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich maritime and weaving traditions.
-
C.
Munji people
The Munji people are an ethnic group native to the Munjan Valley of northeastern Afghanistan, known for speaking the Munji language and maintaining distinct cultural and linguistic traditions.
-
D.
Biainili people
The Biainili people were the ancient inhabitants of the kingdom of Urartu in the Armenian Highlands, known for their advanced fortress architecture and role as a major Near Eastern power in the early first millennium BCE.
-
E.
Semendo people
The Semendo people are an indigenous ethnic group of South Sumatra in Indonesia, known for their agrarian traditions, distinctive kinship systems, and rich local customs.
- 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_69d6aa9a40d88190a373e2c7e48285db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d799ed12d88190a4ad8c346d68f11f |
completed | April 9, 2026, 12:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcb63c80048190be87b41cdd4ac775 |
completed | May 7, 2026, 3:56 p.m. |
| NEDg | Description generation | batch_69fcc4fa09448190b662af829712e657 |
completed | May 7, 2026, 4:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcc5d162c081908750fed589ed2d69 |
completed | May 7, 2026, 5:03 p.m. |
Created at: April 8, 2026, 9:27 p.m.