Triple
T7223541
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Serer language |
E150319
|
entity |
| Predicate | closelyRelatedTo |
P37
|
FINISHED |
| Object |
Saafi-Saafi language
The Saafi-Saafi language is a Niger-Congo language spoken by the Saafi people of Senegal, closely associated with the Serer linguistic and cultural group.
|
E649606
|
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: Saafi-Saafi language | Statement: [Serer language, closelyRelatedTo, Saafi-Saafi language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saafi-Saafi language Context triple: [Serer language, closelyRelatedTo, Saafi-Saafi language]
-
A.
Defaka language
The Defaka language is a highly endangered Niger-Congo language spoken by a small community in Nigeria’s Niger Delta region.
-
B.
Piipaash language
The Piipaash language is a Native American language of the Yuman family traditionally spoken by the Piipaash (Maricopa) people of the lower Colorado River region in the southwestern United States.
-
C.
Khufi language
The Khufi language is a lesser-known Eastern Iranian tongue spoken in the Pamir region of Tajikistan, closely related to other Pamir languages and used by a small mountain community.
-
D.
Limba
The Limba are one of the largest and oldest indigenous ethnic groups in Sierra Leone, known for their distinct language, cultural traditions, and historical role in the country’s northern regions.
-
E.
Basa Ugi
Basa Ugi is the native name for the Buginese language spoken by the Bugis people of South Sulawesi, Indonesia.
- 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: Saafi-Saafi language Triple: [Serer language, closelyRelatedTo, Saafi-Saafi language]
Generated description
The Saafi-Saafi language is a Niger-Congo language spoken by the Saafi people of Senegal, closely associated with the Serer linguistic and cultural group.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saafi-Saafi language Target entity description: The Saafi-Saafi language is a Niger-Congo language spoken by the Saafi people of Senegal, closely associated with the Serer linguistic and cultural group.
-
A.
Defaka language
The Defaka language is a highly endangered Niger-Congo language spoken by a small community in Nigeria’s Niger Delta region.
-
B.
Piipaash language
The Piipaash language is a Native American language of the Yuman family traditionally spoken by the Piipaash (Maricopa) people of the lower Colorado River region in the southwestern United States.
-
C.
Khufi language
The Khufi language is a lesser-known Eastern Iranian tongue spoken in the Pamir region of Tajikistan, closely related to other Pamir languages and used by a small mountain community.
-
D.
Limba
The Limba are one of the largest and oldest indigenous ethnic groups in Sierra Leone, known for their distinct language, cultural traditions, and historical role in the country’s northern regions.
-
E.
Basa Ugi
Basa Ugi is the native name for the Buginese language spoken by the Bugis people of South Sulawesi, Indonesia.
- 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_69c687effb44819092b95d07d0368c9f |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6e9b54a5c8190a4a289f32853a8fe |
completed | March 27, 2026, 8:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc0c3ff08190b855fa57967586ce |
completed | March 28, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69c7cc93801081908c9617bc0f768bd3 |
completed | March 28, 2026, 12:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7cd337e14819089af22ff14a8dcf4 |
completed | March 28, 2026, 12:44 p.m. |
Created at: March 27, 2026, 2:54 p.m.