Triple
T11302736
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Gur languages |
E267635
|
entity |
| Predicate | hasLanguage |
P15
|
FINISHED |
| Object |
Birifor language
The Birifor language is a Gur language spoken primarily by the Birifor people in parts of Ghana, Burkina Faso, and Côte d’Ivoire.
|
E917991
|
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: Birifor language | Statement: [Southern Gur languages, hasLanguage, Birifor language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Birifor language Context triple: [Southern Gur languages, hasLanguage, Birifor language]
-
A.
Umphai language
The Umphai language is a lesser-known Tai language spoken by an ethnic minority community in Southeast Asia, classified within the Waic branch of the Tai language family.
-
B.
Lifu language
Lifu language is an Austronesian language spoken on Lifou Island in New Caledonia, more widely known as Drehu.
-
C.
Ifalik language
The Ifalik language is a Micronesian language spoken by the inhabitants of the small atoll of Ifalik in the Federated States of Micronesia.
-
D.
Tawbuid language
The Tawbuid language is an Austronesian language spoken by the Tawbuid (Batangan) Mangyan people of Mindoro in the Philippines, closely related to other South Mangyan languages.
-
E.
Bagirmi language
The Bagirmi language is a Central Sudanic language spoken primarily in Chad by the Bagirmi people, known for its role as a regional lingua franca and its rich oral tradition.
- 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: Birifor language Triple: [Southern Gur languages, hasLanguage, Birifor language]
Generated description
The Birifor language is a Gur language spoken primarily by the Birifor people in parts of Ghana, Burkina Faso, and Côte d’Ivoire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Birifor language Target entity description: The Birifor language is a Gur language spoken primarily by the Birifor people in parts of Ghana, Burkina Faso, and Côte d’Ivoire.
-
A.
Umphai language
The Umphai language is a lesser-known Tai language spoken by an ethnic minority community in Southeast Asia, classified within the Waic branch of the Tai language family.
-
B.
Lifu language
Lifu language is an Austronesian language spoken on Lifou Island in New Caledonia, more widely known as Drehu.
-
C.
Ifalik language
The Ifalik language is a Micronesian language spoken by the inhabitants of the small atoll of Ifalik in the Federated States of Micronesia.
-
D.
Tawbuid language
The Tawbuid language is an Austronesian language spoken by the Tawbuid (Batangan) Mangyan people of Mindoro in the Philippines, closely related to other South Mangyan languages.
-
E.
Bagirmi language
The Bagirmi language is a Central Sudanic language spoken primarily in Chad by the Bagirmi people, known for its role as a regional lingua franca and its rich oral tradition.
- 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_69d6aac993a08190a6f36445ebaf9a43 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9a5c3788190ba54eda514b97903 |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e50a57366081908a05fc52c5d4074c |
completed | April 19, 2026, 5:01 p.m. |
| NEDg | Description generation | batch_69e510f9edb4819097e9fa1ce85504ed |
completed | April 19, 2026, 5:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e516ac8dec81909c9c1eece372189e |
completed | April 19, 2026, 5:53 p.m. |
Created at: April 8, 2026, 9:32 p.m.