Triple
T12138396
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Idomoid languages |
E289119
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Otukpo language
The Otukpo language is a Niger-Congo language spoken by the Otukpo people of central Nigeria and is part of the Idomoid branch.
|
E993380
|
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: Otukpo language | Statement: [Idomoid languages, hasMember, Otukpo language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Otukpo language Context triple: [Idomoid languages, hasMember, Otukpo language]
-
A.
Okpamheri language
The Okpamheri language is a lesser-known Edoid language spoken by a small ethnic community in southern Nigeria.
-
B.
Ikposo language
The Ikposo language is a Niger-Congo language spoken by the Akposso people of Togo and neighboring regions.
-
C.
Urhobo language
The Urhobo language is a Niger-Congo language spoken primarily by the Urhobo people of southern Nigeria, especially in Delta State.
-
D.
Ikare-Akoko language
The Ikare-Akoko language is a Yoruboid language variety spoken primarily in and around the town of Ikare-Akoko in southwestern Nigeria.
-
E.
Ibibio language
The Ibibio language is a Niger-Congo language spoken primarily in southeastern Nigeria by the Ibibio ethnic group and closely related to other Lower Cross River languages.
- 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: Otukpo language Triple: [Idomoid languages, hasMember, Otukpo language]
Generated description
The Otukpo language is a Niger-Congo language spoken by the Otukpo people of central Nigeria and is part of the Idomoid branch.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Otukpo language Target entity description: The Otukpo language is a Niger-Congo language spoken by the Otukpo people of central Nigeria and is part of the Idomoid branch.
-
A.
Okpamheri language
The Okpamheri language is a lesser-known Edoid language spoken by a small ethnic community in southern Nigeria.
-
B.
Ikposo language
The Ikposo language is a Niger-Congo language spoken by the Akposso people of Togo and neighboring regions.
-
C.
Urhobo language
The Urhobo language is a Niger-Congo language spoken primarily by the Urhobo people of southern Nigeria, especially in Delta State.
-
D.
Ikare-Akoko language
The Ikare-Akoko language is a Yoruboid language variety spoken primarily in and around the town of Ikare-Akoko in southwestern Nigeria.
-
E.
Ibibio language
The Ibibio language is a Niger-Congo language spoken primarily in southeastern Nigeria by the Ibibio ethnic group and closely related to other Lower Cross River languages.
- 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_69d6ab4b5e4c81909950b17151eb0951 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9158eef48819083bdce283a363414 |
completed | April 10, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f65e9868ec81909efd7e142d5fb090 |
completed | May 2, 2026, 8:29 p.m. |
| NEDg | Description generation | batch_69f65fadc97081908376913e390cfc3d |
completed | May 2, 2026, 8:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f660c3d914819097b57784889ca389 |
completed | May 2, 2026, 8:38 p.m. |
Created at: April 8, 2026, 9:49 p.m.