Triple
T11397715
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duru languages |
E270021
|
entity |
| Predicate | hasMemberLanguage |
P7390
|
FINISHED |
| Object |
Samba Leko language
The Samba Leko language is a Central Chadic language spoken primarily in parts of Cameroon and Nigeria by the Samba Leko people.
|
E923603
|
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: Samba Leko language | Statement: [Duru languages, hasMemberLanguage, Samba Leko language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Samba Leko language Context triple: [Duru languages, hasMemberLanguage, Samba Leko language]
-
A.
Logba language
The Logba language is a Niger-Congo language spoken by the Logba people of southeastern Ghana.
-
B.
Kambaata language
The Kambaata language is a Cushitic language of the Afroasiatic family spoken primarily by the Kambaata people in southern Ethiopia.
-
C.
Sambal language
The Sambal language is an Austronesian language spoken by the Sambal people of western Luzon in the Philippines, particularly in the Zambales region.
-
D.
Sango language
Sango is a Central African lingua franca and national language of the Central African Republic, originating as a Ngbandi-based trade language and now used widely in government, education, and daily communication.
-
E.
Saho language
The Saho language is an Afroasiatic Cushitic language spoken primarily by the Saho people in Eritrea and northern Ethiopia.
- 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: Samba Leko language Triple: [Duru languages, hasMemberLanguage, Samba Leko language]
Generated description
The Samba Leko language is a Central Chadic language spoken primarily in parts of Cameroon and Nigeria by the Samba Leko people.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Samba Leko language Target entity description: The Samba Leko language is a Central Chadic language spoken primarily in parts of Cameroon and Nigeria by the Samba Leko people.
-
A.
Logba language
The Logba language is a Niger-Congo language spoken by the Logba people of southeastern Ghana.
-
B.
Kambaata language
The Kambaata language is a Cushitic language of the Afroasiatic family spoken primarily by the Kambaata people in southern Ethiopia.
-
C.
Sambal language
The Sambal language is an Austronesian language spoken by the Sambal people of western Luzon in the Philippines, particularly in the Zambales region.
-
D.
Sango language
Sango is a Central African lingua franca and national language of the Central African Republic, originating as a Ngbandi-based trade language and now used widely in government, education, and daily communication.
-
E.
Saho language
The Saho language is an Afroasiatic Cushitic language spoken primarily by the Saho people in Eritrea and northern Ethiopia.
- 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_69d6aacdbc6c8190af6dc3d5f5d22836 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d80019d3d48190a2f473deb6eae33a |
completed | April 9, 2026, 7:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e58cd74280819092f8c420630f4889 |
completed | April 20, 2026, 2:17 a.m. |
| NEDg | Description generation | batch_69e59774e6648190a38b2515a83c2e0c |
completed | April 20, 2026, 3:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e5a3abf24481908fb71f4ef6b13532 |
completed | April 20, 2026, 3:55 a.m. |
Created at: April 8, 2026, 9:34 p.m.