Triple
T4005755
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ijaw languages |
E89521
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Kolokuma language
The Kolokuma language is a Niger-Congo language spoken by the Kolokuma subgroup of the Ijaw people in Nigeria’s Niger Delta region.
|
E407511
|
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: Kolokuma language | Statement: [Ijaw languages, hasMember, Kolokuma language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kolokuma language Context triple: [Ijaw languages, hasMember, Kolokuma language]
-
A.
Kololo language
The Kololo language is an extinct Bantu language historically spoken by the Kololo people of southern Africa, whose conquest and rule significantly shaped the development of the Lozi language and identity in present-day Zambia.
-
B.
Kulon language
The Kulon language is an extinct and poorly documented Austronesian language once spoken by an indigenous group in Taiwan, classified within the Formosan branch.
-
C.
Kumzari language
The Kumzari language is an endangered Southwestern Iranian language spoken primarily by the Kumzari people in the Musandam Peninsula of Oman.
-
D.
Keliko language
The Keliko language is a Central Sudanic language spoken primarily by the Keliko people of South Sudan and the Democratic Republic of the Congo.
-
E.
Korandje language
The Korandje language is a highly endangered Afro-Asiatic language spoken in the oasis town of Tabelbala in southwestern Algeria, notable for its heavy influence from Berber and Arabic.
- 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: Kolokuma language Triple: [Ijaw languages, hasMember, Kolokuma language]
Generated description
The Kolokuma language is a Niger-Congo language spoken by the Kolokuma subgroup of the Ijaw people in Nigeria’s Niger Delta region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kolokuma language Target entity description: The Kolokuma language is a Niger-Congo language spoken by the Kolokuma subgroup of the Ijaw people in Nigeria’s Niger Delta region.
-
A.
Kololo language
The Kololo language is an extinct Bantu language historically spoken by the Kololo people of southern Africa, whose conquest and rule significantly shaped the development of the Lozi language and identity in present-day Zambia.
-
B.
Kulon language
The Kulon language is an extinct and poorly documented Austronesian language once spoken by an indigenous group in Taiwan, classified within the Formosan branch.
-
C.
Kumzari language
The Kumzari language is an endangered Southwestern Iranian language spoken primarily by the Kumzari people in the Musandam Peninsula of Oman.
-
D.
Keliko language
The Keliko language is a Central Sudanic language spoken primarily by the Keliko people of South Sudan and the Democratic Republic of the Congo.
-
E.
Korandje language
The Korandje language is a highly endangered Afro-Asiatic language spoken in the oasis town of Tabelbala in southwestern Algeria, notable for its heavy influence from Berber and Arabic.
- 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_69aed9585e788190bec2d39deba3750f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa60c500819084fcba785b2bf801 |
completed | March 9, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c648d3c8190a85e5cdfb20f6044 |
completed | March 14, 2026, 11:54 a.m. |
| NEDg | Description generation | batch_69b54cf3da208190aa844c9ea66354fe |
completed | March 14, 2026, 11:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b55159dc288190a63d5f5164b73bbb |
completed | March 14, 2026, 12:15 p.m. |
Created at: March 9, 2026, 3:34 p.m.