Triple
T9502319
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saharan languages |
E229173
|
entity |
| Predicate | hasMemberLanguage |
P7390
|
FINISHED |
| Object |
Berti language
The Berti language is an extinct Saharan language once spoken by the Berti people of Sudan.
|
E803592
|
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: Berti language | Statement: [Saharan languages, hasMemberLanguage, Berti language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berti language Context triple: [Saharan languages, hasMemberLanguage, Berti language]
-
A.
Bentian language
The Bentian language is an Austronesian language spoken by the Bentian people of East Kalimantan in Indonesian Borneo, closely related to other Dayak languages of the region.
-
B.
Bipi language
The Bipi language is an Oceanic Austronesian language spoken by the Bipi people of the Admiralty Islands in Papua New Guinea.
-
C.
Biate language
Biate language is a Tibeto-Burman language spoken primarily by the Biate people in parts of northeastern India, including the North Cachar Hills region.
-
D.
Nitinaht language
The Nitinaht language is a Southern Wakashan Indigenous language spoken by the Ditidaht (Nitinaht) people of Vancouver Island in British Columbia, Canada.
-
E.
Batuley language
The Batuley language is an Austronesian language spoken by a small community in Indonesia’s Aru Islands.
- 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: Berti language Triple: [Saharan languages, hasMemberLanguage, Berti language]
Generated description
The Berti language is an extinct Saharan language once spoken by the Berti people of Sudan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berti language Target entity description: The Berti language is an extinct Saharan language once spoken by the Berti people of Sudan.
-
A.
Bentian language
The Bentian language is an Austronesian language spoken by the Bentian people of East Kalimantan in Indonesian Borneo, closely related to other Dayak languages of the region.
-
B.
Bipi language
The Bipi language is an Oceanic Austronesian language spoken by the Bipi people of the Admiralty Islands in Papua New Guinea.
-
C.
Biate language
Biate language is a Tibeto-Burman language spoken primarily by the Biate people in parts of northeastern India, including the North Cachar Hills region.
-
D.
Nitinaht language
The Nitinaht language is a Southern Wakashan Indigenous language spoken by the Ditidaht (Nitinaht) people of Vancouver Island in British Columbia, Canada.
-
E.
Batuley language
The Batuley language is an Austronesian language spoken by a small community in Indonesia’s Aru Islands.
- 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_69ca847611c48190a28c028644198c75 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd983ea6048190a2d7924c8e6d1fbc |
completed | April 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d13a10f7b08190b8e4d4bc3b9815c6 |
completed | April 4, 2026, 4:19 p.m. |
| NEDg | Description generation | batch_69d13af4a2d481908dbec71fa8c25c69 |
completed | April 4, 2026, 4:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d13bb706a88190bc2eec00c3e52e94 |
completed | April 4, 2026, 4:26 p.m. |
Created at: March 30, 2026, 7:57 p.m.