Triple
T2505263
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khoe languages |
E52562
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Naro language
The Naro language is a Khoe (Khoisan) language spoken primarily by the Naro people of Botswana and Namibia, known for its use of click consonants.
|
E271857
|
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: Naro language | Statement: [Khoe languages, includes, Naro language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Naro language Context triple: [Khoe languages, includes, Naro language]
-
A.
Naoero language
The Naoero language is an Austronesian language spoken by the indigenous population of the Pacific island nation of Nauru.
-
B.
Nukuoro language
The Nukuoro language is a Polynesian outlier language spoken on Nukuoro Atoll in the Federated States of Micronesia, known for its small speaker community and unique position within the region’s Oceanic languages.
-
C.
Nafe (Nguna) language
The Nafe (Nguna) language is an Oceanic Austronesian language spoken on Nguna Island and nearby areas in central Vanuatu.
-
D.
Semai language
The Semai language is an Austroasiatic language spoken by the Semai people, an indigenous Orang Asli group in Peninsular Malaysia.
-
E.
Kaado language
The Kaado language is a regional variety within the Songhay language family spoken by communities in parts of West Africa.
- 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: Naro language Triple: [Khoe languages, includes, Naro language]
Generated description
The Naro language is a Khoe (Khoisan) language spoken primarily by the Naro people of Botswana and Namibia, known for its use of click consonants.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Naro language Target entity description: The Naro language is a Khoe (Khoisan) language spoken primarily by the Naro people of Botswana and Namibia, known for its use of click consonants.
-
A.
Naoero language
The Naoero language is an Austronesian language spoken by the indigenous population of the Pacific island nation of Nauru.
-
B.
Nukuoro language
The Nukuoro language is a Polynesian outlier language spoken on Nukuoro Atoll in the Federated States of Micronesia, known for its small speaker community and unique position within the region’s Oceanic languages.
-
C.
Nafe (Nguna) language
The Nafe (Nguna) language is an Oceanic Austronesian language spoken on Nguna Island and nearby areas in central Vanuatu.
-
D.
Semai language
The Semai language is an Austroasiatic language spoken by the Semai people, an indigenous Orang Asli group in Peninsular Malaysia.
-
E.
Kaado language
The Kaado language is a regional variety within the Songhay language family spoken by communities in parts of West Africa.
- 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.