Triple
T11093579
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sara languages |
E262315
|
entity |
| Predicate | usedByEthnicGroup |
P4709
|
FINISHED |
| Object |
Mbay people
The Mbay people are an ethnic group of Central Africa, primarily in Chad and the Central African Republic, known for their distinct cultural traditions and their use of a Sara language variety.
|
E1065247
|
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: Mbay people | Statement: [Sara languages, usedByEthnicGroup, Mbay people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mbay people Context triple: [Sara languages, usedByEthnicGroup, Mbay 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.
Mbede people
The Mbede people are a Bantu ethnic group of Central Africa, primarily inhabiting parts of Gabon, the Republic of the Congo, and surrounding regions, known for their distinct language and cultural traditions.
-
C.
Mbojo people
The Mbojo people are an indigenous ethnic group from the Bima region of eastern Sumbawa in Indonesia, known for their distinct culture, traditions, and regional influence.
-
D.
Ndowe people
The Ndowe people are a coastal Bantu ethnic group of Equatorial Guinea known for their fishing traditions, maritime culture, and historical interactions with European colonizers.
-
E.
Bembe people
The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual 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: Mbay people Triple: [Sara languages, usedByEthnicGroup, Mbay people]
Generated description
The Mbay people are an ethnic group of Central Africa, primarily in Chad and the Central African Republic, known for their distinct cultural traditions and their use of a Sara language variety.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mbay people Target entity description: The Mbay people are an ethnic group of Central Africa, primarily in Chad and the Central African Republic, known for their distinct cultural traditions and their use of a Sara language variety.
-
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.
Mbede people
The Mbede people are a Bantu ethnic group of Central Africa, primarily inhabiting parts of Gabon, the Republic of the Congo, and surrounding regions, known for their distinct language and cultural traditions.
-
C.
Mbojo people
The Mbojo people are an indigenous ethnic group from the Bima region of eastern Sumbawa in Indonesia, known for their distinct culture, traditions, and regional influence.
-
D.
Ndowe people
The Ndowe people are a coastal Bantu ethnic group of Equatorial Guinea known for their fishing traditions, maritime culture, and historical interactions with European colonizers.
-
E.
Bembe people
The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual 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_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_69f7c0cf61108190a15ab76454fc0d75 |
completed | May 3, 2026, 9:40 p.m. |
| NEDg | Description generation | batch_69f7c20da9448190b3167b091bd39b94 |
completed | May 3, 2026, 9:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c2cc63148190b9ca2828abe54286 |
completed | May 3, 2026, 9:49 p.m. |
Created at: April 8, 2026, 9:27 p.m.