Triple
T11827891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beti-Fang languages |
E281303
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Beti people
The Beti people are a Central African ethnic group, primarily in Cameroon and neighboring countries, known for their shared cultural traditions, patrilineal social structure, and use of Beti-Fang languages.
|
E1099940
|
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: Beti people | Statement: [Beti-Fang languages, spokenBy, Beti people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beti people Context triple: [Beti-Fang languages, spokenBy, Beti people]
-
A.
Bintauna people
The Bintauna people are an indigenous ethnic group of North Sulawesi, Indonesia, known for their distinct cultural traditions and Austronesian heritage.
-
B.
Kharia people
The Kharia people are an indigenous Adivasi community of eastern and central India, traditionally speaking a Munda language and known for their distinct tribal culture and close ties to forest-based livelihoods.
-
C.
Baniata people
The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
-
D.
Hema people
The Hema people are a pastoralist ethnic group primarily inhabiting the Ituri region of northeastern Democratic Republic of the Congo, known for their involvement in local land and resource conflicts.
-
E.
Halchidhoma people
The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
- 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: Beti people Triple: [Beti-Fang languages, spokenBy, Beti people]
Generated description
The Beti people are a Central African ethnic group, primarily in Cameroon and neighboring countries, known for their shared cultural traditions, patrilineal social structure, and use of Beti-Fang languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beti people Target entity description: The Beti people are a Central African ethnic group, primarily in Cameroon and neighboring countries, known for their shared cultural traditions, patrilineal social structure, and use of Beti-Fang languages.
-
A.
Bintauna people
The Bintauna people are an indigenous ethnic group of North Sulawesi, Indonesia, known for their distinct cultural traditions and Austronesian heritage.
-
B.
Kharia people
The Kharia people are an indigenous Adivasi community of eastern and central India, traditionally speaking a Munda language and known for their distinct tribal culture and close ties to forest-based livelihoods.
-
C.
Baniata people
The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
-
D.
Hema people
The Hema people are a pastoralist ethnic group primarily inhabiting the Ituri region of northeastern Democratic Republic of the Congo, known for their involvement in local land and resource conflicts.
-
E.
Halchidhoma people
The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
- 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_69d6ab276f8c8190b1966a0ef11349ac |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5ec3a148190bb184ba0d481b16a |
completed | April 10, 2026, 7:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5bab66488190a465e40f1181506e |
completed | May 8, 2026, 3:42 a.m. |
| NEDg | Description generation | batch_69fd5d7a5ec48190ab50f6f7c93be24a |
completed | May 8, 2026, 3:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd5e1ca1e081908441508d651ecc63 |
completed | May 8, 2026, 3:53 a.m. |
Created at: April 8, 2026, 9:43 p.m.