Triple
T16033604
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gamo-Gofa-Dawro |
E388910
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Malo language
Malo language is an Afroasiatic Omotic language spoken by the Malo people of southwestern Ethiopia.
|
E1190066
|
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: Malo language | Statement: [Gamo-Gofa-Dawro, hasPart, Malo language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malo language Context triple: [Gamo-Gofa-Dawro, hasPart, Malo language]
-
A.
Maléku language
The Maléku language is an indigenous Chibchan language spoken by the Maléku people of northern Costa Rica, known for its endangered status and rich oral tradition.
-
B.
Molala language
The Molala language is an extinct Plateau Penutian language once spoken by the Molala people of the Pacific Northwest region of the United States.
-
C.
Malgana language
The Malgana language is an Aboriginal Australian language traditionally spoken by the Malgana people of Western Australia’s Shark Bay region.
-
D.
Maleng language
The Maleng language is a Vietic language spoken by the Maleng people of Laos and Vietnam, known for preserving archaic features within the Vietic branch of the Austroasiatic family.
-
E.
Mulao language
The Mulao language is a Kam–Sui language of the Tai–Kadai family spoken by the Mulao ethnic group in southern China.
- 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: Malo language Triple: [Gamo-Gofa-Dawro, hasPart, Malo language]
Generated description
Malo language is an Afroasiatic Omotic language spoken by the Malo people of southwestern Ethiopia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malo language Target entity description: Malo language is an Afroasiatic Omotic language spoken by the Malo people of southwestern Ethiopia.
-
A.
Maléku language
The Maléku language is an indigenous Chibchan language spoken by the Maléku people of northern Costa Rica, known for its endangered status and rich oral tradition.
-
B.
Molala language
The Molala language is an extinct Plateau Penutian language once spoken by the Molala people of the Pacific Northwest region of the United States.
-
C.
Malgana language
The Malgana language is an Aboriginal Australian language traditionally spoken by the Malgana people of Western Australia’s Shark Bay region.
-
D.
Maleng language
The Maleng language is a Vietic language spoken by the Maleng people of Laos and Vietnam, known for preserving archaic features within the Vietic branch of the Austroasiatic family.
-
E.
Mulao language
The Mulao language is a Kam–Sui language of the Tai–Kadai family spoken by the Mulao ethnic group in southern China.
- 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_69d86dada3808190825d5f80d72fbe88 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1833a5aa88190a5cc3f82d55f5b62 |
completed | April 17, 2026, 12:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf373f548190abfc93aa238b97fd |
completed | May 10, 2026, 12:20 a.m. |
| NEDg | Description generation | batch_69ffd13281208190a0c882563031b0eb |
completed | May 10, 2026, 12:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffd1e3cf348190a75b6471e0c1a4d2 |
completed | May 10, 2026, 12:31 a.m. |
Created at: April 10, 2026, 4:56 a.m.