Triple
T4005745
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ijaw languages |
E89521
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Central Ijaw
Central Ijaw is a major branch of the Ijaw language cluster spoken primarily in Nigeria’s Niger Delta region.
|
E89521
|
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: Central Ijaw | Statement: [Ijaw languages, hasSubgroup, Central Ijaw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Ijaw Context triple: [Ijaw languages, hasSubgroup, Central Ijaw]
-
A.
Southern Ijaw
Southern Ijaw is a coastal local government area in Bayelsa State, Nigeria, known for its riverine communities and significant oil and gas resources.
-
B.
Ijaw languages
Ijaw languages are a group of closely related Niger-Congo languages spoken primarily by the Ijaw people in the Niger Delta region of southern Nigeria.
-
C.
Okrika Ijaw
Okrika Ijaw are a prominent coastal subgroup of the Ijaw ethnic group in Nigeria, traditionally known for fishing, trade, and their role in the Niger Delta region.
-
D.
Igala
Igala are a major ethnic group in central Nigeria, known for their distinct language, rich cultural traditions, and historical kingdom along the Niger–Benue confluence.
-
E.
Ijaw
The Ijaw are one of the largest ethnic groups in the Niger Delta region of Nigeria, known for their riverine culture, fishing traditions, and significant role in the country's oil-producing areas.
- 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: Central Ijaw Triple: [Ijaw languages, hasSubgroup, Central Ijaw]
Generated description
Central Ijaw is a major branch of the Ijaw language cluster spoken primarily in Nigeria’s Niger Delta region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central Ijaw Target entity description: Central Ijaw is a major branch of the Ijaw language cluster spoken primarily in Nigeria’s Niger Delta region.
-
A.
Southern Ijaw
Southern Ijaw is a coastal local government area in Bayelsa State, Nigeria, known for its riverine communities and significant oil and gas resources.
-
B.
Ijaw languages
chosen
Ijaw languages are a group of closely related Niger-Congo languages spoken primarily by the Ijaw people in the Niger Delta region of southern Nigeria.
-
C.
Okrika Ijaw
Okrika Ijaw are a prominent coastal subgroup of the Ijaw ethnic group in Nigeria, traditionally known for fishing, trade, and their role in the Niger Delta region.
-
D.
Igala
Igala are a major ethnic group in central Nigeria, known for their distinct language, rich cultural traditions, and historical kingdom along the Niger–Benue confluence.
-
E.
Ijaw
The Ijaw are one of the largest ethnic groups in the Niger Delta region of Nigeria, known for their riverine culture, fishing traditions, and significant role in the country's oil-producing areas.
- F. None of above.
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.