Triple
T16365195
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ezha language |
E397416
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Ezha people
The Ezha people are an ethnic group in southern Ethiopia, traditionally agrarian and culturally related to other Gurage groups, with their own distinct language and customs.
|
E1528021
|
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: Ezha people | Statement: [Ezha language, spokenBy, Ezha people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ezha people Context triple: [Ezha language, spokenBy, Ezha people]
-
A.
Daza people
The Daza people are a traditionally nomadic Saharan ethnic group of the central Sahara, primarily in Chad and Niger, known for their pastoral lifestyle and close cultural and linguistic ties to the Toubou.
-
B.
Nonuya people
The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
-
C.
Zezuru people
The Zezuru people are a subgroup of the Shona ethnic community of Zimbabwe, known for their distinct dialect, cultural traditions, and historical presence in the country’s central and northern regions.
-
D.
Uduk people
The Uduk people are an indigenous ethnic group from the border region of southeastern Sudan and western Ethiopia, known for their distinct Nilo-Saharan language and rich oral traditions.
-
E.
Kwaroae people
The Kwaroae people are an indigenous ethnic group of the Solomon Islands, culturally and geographically related to other Malaitan coastal communities.
- 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: Ezha people Triple: [Ezha language, spokenBy, Ezha people]
Generated description
The Ezha people are an ethnic group in southern Ethiopia, traditionally agrarian and culturally related to other Gurage groups, with their own distinct language and customs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ezha people Target entity description: The Ezha people are an ethnic group in southern Ethiopia, traditionally agrarian and culturally related to other Gurage groups, with their own distinct language and customs.
-
A.
Daza people
The Daza people are a traditionally nomadic Saharan ethnic group of the central Sahara, primarily in Chad and Niger, known for their pastoral lifestyle and close cultural and linguistic ties to the Toubou.
-
B.
Nonuya people
The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
-
C.
Zezuru people
The Zezuru people are a subgroup of the Shona ethnic community of Zimbabwe, known for their distinct dialect, cultural traditions, and historical presence in the country’s central and northern regions.
-
D.
Uduk people
The Uduk people are an indigenous ethnic group from the border region of southeastern Sudan and western Ethiopia, known for their distinct Nilo-Saharan language and rich oral traditions.
-
E.
Kwaroae people
The Kwaroae people are an indigenous ethnic group of the Solomon Islands, culturally and geographically related to other Malaitan coastal communities.
- 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_69d87f2778dc8190aa95c7572db127e6 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2ff3c915c81909e1757fc31921876 |
completed | April 18, 2026, 3:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0abc87cab08190b9a5457ba9868784 |
completed | May 18, 2026, 7:15 a.m. |
| NEDg | Description generation | batch_6a0abd6207688190ab6ba1a04fa663a7 |
completed | May 18, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0abe80fe7c8190a648efabc360b06d |
completed | May 18, 2026, 7:23 a.m. |
Created at: April 10, 2026, 5:08 a.m.