Triple
T20834519
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pokomo language |
E512922
|
entity |
| Predicate | hasNeighboringLanguage |
P16383
|
FINISHED |
| Object |
Orma language
The Orma language is a Cushitic language spoken primarily by the Orma people of Kenya, closely related to Oromo and used in pastoralist communities along the Tana River region.
|
E1452001
|
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 language | Statement: [Pokomo language, hasNeighboringLanguage, Orma language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Orma language Context triple: [Pokomo language, hasNeighboringLanguage, Orma language]
-
A.
Oron language
The Oron language is a Niger-Congo language spoken by the Oron people of southeastern Nigeria, particularly in coastal areas of Akwa Ibom State.
-
B.
Awori language
Awori language is a dialect of the Yoruba language spoken primarily by the Awori people in southwestern Nigeria and parts of Benin.
-
C.
Oroqen language
The Oroqen language is a critically endangered Tungusic language spoken by the Oroqen people of northeastern China and parts of Siberia.
-
D.
Orok language
The Orok language is a critically endangered Tungusic language spoken by the Orok (Uilta) people of Sakhalin Island in Russia.
-
E.
Emai-Iuleha-Ora language
The Emai-Iuleha-Ora language is a South-Central Nigerian language spoken by related communities in Edo State and belongs to the Edoid branch of the Niger-Congo language family.
- 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 language Triple: [Pokomo language, hasNeighboringLanguage, Orma language]
Generated description
The Orma language is a Cushitic language spoken primarily by the Orma people of Kenya, closely related to Oromo and used in pastoralist communities along the Tana River region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Orma language Target entity description: The Orma language is a Cushitic language spoken primarily by the Orma people of Kenya, closely related to Oromo and used in pastoralist communities along the Tana River region.
-
A.
Oron language
The Oron language is a Niger-Congo language spoken by the Oron people of southeastern Nigeria, particularly in coastal areas of Akwa Ibom State.
-
B.
Awori language
Awori language is a dialect of the Yoruba language spoken primarily by the Awori people in southwestern Nigeria and parts of Benin.
-
C.
Oroqen language
The Oroqen language is a critically endangered Tungusic language spoken by the Oroqen people of northeastern China and parts of Siberia.
-
D.
Orok language
The Orok language is a critically endangered Tungusic language spoken by the Orok (Uilta) people of Sakhalin Island in Russia.
-
E.
Emai-Iuleha-Ora language
The Emai-Iuleha-Ora language is a South-Central Nigerian language spoken by related communities in Edo State and belongs to the Edoid branch of the Niger-Congo language family.
- 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_69e0b4cf62a88190bbf92351e9e57259 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c32554648190bd66ac99b3a9072b |
completed | April 21, 2026, 12:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a090084a1c481909a344ee40d846b10 |
completed | May 16, 2026, 11:40 p.m. |
| NEDg | Description generation | batch_6a0900fd590c8190b42faa5c5191189a |
completed | May 16, 2026, 11:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0901950c1c8190befa72dc20236b9e |
completed | May 16, 2026, 11:45 p.m. |
Created at: April 16, 2026, 12:42 p.m.