Triple
T2662901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benue–Congo languages |
E54765
|
entity |
| Predicate | hasNotableLanguage |
P7390
|
FINISHED |
| Object |
Idoma language
The Idoma language is a major Niger-Congo language spoken primarily by the Idoma people in central Nigeria, especially in Benue State.
|
E286633
|
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: Idoma language | Statement: [Benue–Congo languages, hasNotableLanguage, Idoma language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Idoma language Context triple: [Benue–Congo languages, hasNotableLanguage, Idoma language]
-
A.
Ikposo language
The Ikposo language is a Niger-Congo language spoken by the Akposso people of Togo and neighboring regions.
-
B.
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.
-
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.
Efik language
Efik language is a Niger-Congo language of southeastern Nigeria, traditionally spoken by the Efik people of the Cross River region and used historically as a regional lingua franca.
-
E.
Tontemboan language
The Tontemboan language is an Austronesian language spoken by the Tontemboan people of North Sulawesi, Indonesia, and is one of the traditional Minahasan languages of the region.
- 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: Idoma language Triple: [Benue–Congo languages, hasNotableLanguage, Idoma language]
Generated description
The Idoma language is a major Niger-Congo language spoken primarily by the Idoma people in central Nigeria, especially in Benue State.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Idoma language Target entity description: The Idoma language is a major Niger-Congo language spoken primarily by the Idoma people in central Nigeria, especially in Benue State.
-
A.
Ikposo language
The Ikposo language is a Niger-Congo language spoken by the Akposso people of Togo and neighboring regions.
-
B.
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.
-
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.
Efik language
Efik language is a Niger-Congo language of southeastern Nigeria, traditionally spoken by the Efik people of the Cross River region and used historically as a regional lingua franca.
-
E.
Tontemboan language
The Tontemboan language is an Austronesian language spoken by the Tontemboan people of North Sulawesi, Indonesia, and is one of the traditional Minahasan languages of the region.
- 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_69ab49e028948190b97e01d73548b1d9 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd96b9f1c8190a8a9460ca88a9aaf |
completed | March 7, 2026, 7:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98d9d7148190841bac9589a3815b |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af99c237548190838559ccac95f1c5 |
completed | March 10, 2026, 4:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9a5a8ee8819080d49f13e5b4eab1 |
completed | March 10, 2026, 4:13 a.m. |
Created at: March 6, 2026, 9:53 p.m.