Triple
T8686748
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Orma |
E206178
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Orma people
The Orma people are a Cushitic-speaking pastoralist ethnic group primarily inhabiting eastern Kenya, known for their cattle herding traditions and close cultural ties to other Oromo-related communities.
|
E799526
|
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: Orma people | Statement: [Orma, spokenBy, Orma people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Orma people Context triple: [Orma, spokenBy, Orma people]
-
A.
Muna people
The Muna people are an indigenous ethnic group of Southeast Sulawesi, Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich maritime and weaving traditions.
-
B.
Ngada people
The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
-
C.
Lendu people
The Lendu people are an agricultural ethnic group of northeastern Democratic Republic of the Congo, known for their distinct language and for their involvement in regional land and resource conflicts, particularly in Ituri.
-
D.
Bira people
The Bira people are an indigenous ethnic group of the northeastern Democratic Republic of the Congo, known for their distinct language and cultural traditions within the Ituri forest region.
-
E.
Dorla people
The Dorla people are an indigenous tribal community of central India, traditionally forest-dwelling and culturally related to other Gondi-speaking groups.
- 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: Orma people Triple: [Orma, spokenBy, Orma people]
Generated description
The Orma people are a Cushitic-speaking pastoralist ethnic group primarily inhabiting eastern Kenya, known for their cattle herding traditions and close cultural ties to other Oromo-related communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Orma people Target entity description: The Orma people are a Cushitic-speaking pastoralist ethnic group primarily inhabiting eastern Kenya, known for their cattle herding traditions and close cultural ties to other Oromo-related communities.
-
A.
Muna people
The Muna people are an indigenous ethnic group of Southeast Sulawesi, Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich maritime and weaving traditions.
-
B.
Ngada people
The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
-
C.
Lendu people
The Lendu people are an agricultural ethnic group of northeastern Democratic Republic of the Congo, known for their distinct language and for their involvement in regional land and resource conflicts, particularly in Ituri.
-
D.
Bira people
The Bira people are an indigenous ethnic group of the northeastern Democratic Republic of the Congo, known for their distinct language and cultural traditions within the Ituri forest region.
-
E.
Dorla people
The Dorla people are an indigenous tribal community of central India, traditionally forest-dwelling and culturally related to other Gondi-speaking groups.
- 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_69ca835481fc819084e33d3bc883bfa6 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5730309081909a9a0256c9bf5f8f |
completed | March 31, 2026, 11:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d110045e6c8190b6ef9db10b5f688e |
completed | April 4, 2026, 1:20 p.m. |
| NEDg | Description generation | batch_69d111a770c881909a2902d36cd7913c |
completed | April 4, 2026, 1:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d112634fb48190b4c7e9d997d27928 |
completed | April 4, 2026, 1:30 p.m. |
Created at: March 30, 2026, 6:33 p.m.