Triple
T2233543
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maban languages |
E49225
|
entity |
| Predicate | areSpokenBy |
P2181
|
FINISHED |
| Object |
Runga people
The Runga people are an ethnic group of Central Africa, primarily in Chad and the Central African Republic, known for their distinct culture and use of a Maban language.
|
E247376
|
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: Runga people | Statement: [Maban languages, areSpokenBy, Runga people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Runga people Context triple: [Maban languages, areSpokenBy, Runga people]
-
A.
Moriori
The Moriori are an Indigenous Polynesian people of the Chatham Islands, known for their pacifist culture and distinct traditions separate from mainland Māori.
-
B.
Ngāi Tahu iwi
Ngāi Tahu iwi is a major Māori tribe of New Zealand’s South Island, known for its extensive ancestral lands, rich cultural heritage, and significant role in contemporary Treaty of Waitangi settlements.
-
C.
Ngāpuhi iwi
Ngāpuhi iwi is the largest Māori tribal group in New Zealand, based in Northland and renowned for its central role in the country’s early colonial history and the Treaty of Waitangi.
-
D.
Ngāti Rāhiri
Ngāti Rāhiri is a Māori iwi (tribe) of Aotearoa New Zealand whose ancestral lands include the Waitangi area in the Bay of Islands.
-
E.
Pomo people
The Pomo people are a Native American group indigenous to what is now northern California, known for their complex social organization and highly skilled basketry traditions.
- 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: Runga people Triple: [Maban languages, areSpokenBy, Runga people]
Generated description
The Runga people are an ethnic group of Central Africa, primarily in Chad and the Central African Republic, known for their distinct culture and use of a Maban language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Runga people Target entity description: The Runga people are an ethnic group of Central Africa, primarily in Chad and the Central African Republic, known for their distinct culture and use of a Maban language.
-
A.
Moriori
The Moriori are an Indigenous Polynesian people of the Chatham Islands, known for their pacifist culture and distinct traditions separate from mainland Māori.
-
B.
Ngāi Tahu iwi
Ngāi Tahu iwi is a major Māori tribe of New Zealand’s South Island, known for its extensive ancestral lands, rich cultural heritage, and significant role in contemporary Treaty of Waitangi settlements.
-
C.
Ngāpuhi iwi
Ngāpuhi iwi is the largest Māori tribal group in New Zealand, based in Northland and renowned for its central role in the country’s early colonial history and the Treaty of Waitangi.
-
D.
Ngāti Rāhiri
Ngāti Rāhiri is a Māori iwi (tribe) of Aotearoa New Zealand whose ancestral lands include the Waitangi area in the Bay of Islands.
-
E.
Pomo people
The Pomo people are a Native American group indigenous to what is now northern California, known for their complex social organization and highly skilled basketry traditions.
- 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_69a88aa84bdc819086df50e9c20b301e |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc0913f1c8190ac9cfeb0f1c84a76 |
completed | March 7, 2026, 6:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b020e308190a6d5a50a8e808aba |
completed | March 9, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_69ae6b73bb688190bcade17d991c4862 |
completed | March 9, 2026, 6:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6be4431c81909c9b4ad82226215d |
completed | March 9, 2026, 6:42 a.m. |
Created at: March 4, 2026, 7:47 p.m.