Triple
T9526673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gafat language |
E229775
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Gafat people
The Gafat people are an extinct ethnic group from Ethiopia historically known for speaking the now-extinct Gafat language, a member of the South Ethiopic branch of the Semitic language family.
|
E808267
|
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: Gafat people | Statement: [Gafat language, spokenBy, Gafat people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gafat people Context triple: [Gafat language, spokenBy, Gafat people]
-
A.
Afar people
The Afar people are a Cushitic ethnic group native to the Horn of Africa, primarily inhabiting the Afar Triangle region spanning Ethiopia, Eritrea, and Djibouti, known for their pastoralist lifestyle and distinct cultural traditions.
-
B.
Lorma people
The Lorma people are an indigenous ethnic group of Liberia, primarily inhabiting the forested regions of the country's northwest and known for their rich oral traditions and cultural practices.
-
C.
Gurage people
The Gurage people are an ethnic group in Ethiopia known for their distinct Semitic languages, rich cultural traditions, and significant role in trade and agriculture.
-
D.
Wolaytta people
The Wolaytta people are an ethnic group from southern Ethiopia known for their distinct Omotic language, rich agricultural traditions, and vibrant music and dance culture.
-
E.
Segeju people
The Segeju people are an ethnic group of the East African coast, primarily in Kenya and Tanzania, known for their Sabaki-related language and a cultural heritage shaped by both coastal and inland influences.
- 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: Gafat people Triple: [Gafat language, spokenBy, Gafat people]
Generated description
The Gafat people are an extinct ethnic group from Ethiopia historically known for speaking the now-extinct Gafat language, a member of the South Ethiopic branch of the Semitic language family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gafat people Target entity description: The Gafat people are an extinct ethnic group from Ethiopia historically known for speaking the now-extinct Gafat language, a member of the South Ethiopic branch of the Semitic language family.
-
A.
Afar people
The Afar people are a Cushitic ethnic group native to the Horn of Africa, primarily inhabiting the Afar Triangle region spanning Ethiopia, Eritrea, and Djibouti, known for their pastoralist lifestyle and distinct cultural traditions.
-
B.
Lorma people
The Lorma people are an indigenous ethnic group of Liberia, primarily inhabiting the forested regions of the country's northwest and known for their rich oral traditions and cultural practices.
-
C.
Gurage people
The Gurage people are an ethnic group in Ethiopia known for their distinct Semitic languages, rich cultural traditions, and significant role in trade and agriculture.
-
D.
Wolaytta people
The Wolaytta people are an ethnic group from southern Ethiopia known for their distinct Omotic language, rich agricultural traditions, and vibrant music and dance culture.
-
E.
Segeju people
The Segeju people are an ethnic group of the East African coast, primarily in Kenya and Tanzania, known for their Sabaki-related language and a cultural heritage shaped by both coastal and inland influences.
- 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_69ca8479934c81908006d0e6e970ae05 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd989c831081908877e42f7ead84ba |
completed | April 1, 2026, 10:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1612f86ac8190a19a2d17b25c08e6 |
completed | April 4, 2026, 7:06 p.m. |
| NEDg | Description generation | batch_69d161c432b08190ba848159cc26a00c |
completed | April 4, 2026, 7:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d162fc597081909a57f842e41b1ad4 |
completed | April 4, 2026, 7:14 p.m. |
Created at: March 30, 2026, 8 p.m.