Triple
T2505270
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khoe languages |
E52562
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Buga language
The Buga language is a lesser-known member of the Khoe family of southern African languages, spoken by a small community and considered endangered.
|
E271860
|
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: Buga language | Statement: [Khoe languages, includes, Buga language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Buga language Context triple: [Khoe languages, includes, Buga language]
-
A.
Bugotu language
The Bugotu language is an Oceanic language spoken by the Bugotu people of Santa Isabel Island in the Solomon Islands.
-
B.
Buglere language
The Buglere language is an indigenous Chibchan language spoken by the Buglere people of Panama and closely related to the Ngäbere language.
-
C.
Budong-Budong language
The Budong-Budong language is an Austronesian language spoken by a small community in West Sulawesi, Indonesia.
-
D.
Logba language
The Logba language is a Niger-Congo language spoken by the Logba people of southeastern Ghana.
-
E.
Bouyei language
The Bouyei language is a Tai–Kadai language spoken primarily by the Bouyei ethnic group in southern China, especially in Guizhou Province.
- 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: Buga language Triple: [Khoe languages, includes, Buga language]
Generated description
The Buga language is a lesser-known member of the Khoe family of southern African languages, spoken by a small community and considered endangered.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Buga language Target entity description: The Buga language is a lesser-known member of the Khoe family of southern African languages, spoken by a small community and considered endangered.
-
A.
Bugotu language
The Bugotu language is an Oceanic language spoken by the Bugotu people of Santa Isabel Island in the Solomon Islands.
-
B.
Buglere language
The Buglere language is an indigenous Chibchan language spoken by the Buglere people of Panama and closely related to the Ngäbere language.
-
C.
Budong-Budong language
The Budong-Budong language is an Austronesian language spoken by a small community in West Sulawesi, Indonesia.
-
D.
Logba language
The Logba language is a Niger-Congo language spoken by the Logba people of southeastern Ghana.
-
E.
Bouyei language
The Bouyei language is a Tai–Kadai language spoken primarily by the Bouyei ethnic group in southern China, especially in Guizhou Province.
- 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_69ab4957b3a88190adf968ae0c1b931c |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd1cec9f48190848b6129aa394ce4 |
completed | March 7, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af1fa57aa4819096578a5538973ec4 |
completed | March 9, 2026, 7:29 p.m. |
| NEDg | Description generation | batch_69af203f7ca08190ba781891bd879192 |
completed | March 9, 2026, 7:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af20cd13a88190a35bc1b74ad088ef |
completed | March 9, 2026, 7:34 p.m. |
Created at: March 6, 2026, 9:46 p.m.