Triple
T15925512
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bourem |
E386195
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object | Songhai people |
E71792
|
NE FINISHED |
How this triple was built (2 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: Songhai people | Statement: [Bourem, hasEthnicGroup, Songhai people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Songhai people Context triple: [Bourem, hasEthnicGroup, Songhai people]
-
A.
Songhai people
chosen
The Songhai people are a major West African ethnic group historically centered along the Niger River, renowned for founding the powerful Songhai Empire with its capitals at Gao and Timbuktu.
-
B.
Soninké people
The Soninké people are a West African ethnic group historically known as founders of the ancient Ghana Empire and for their long-distance trade and Islamic scholarly traditions across the Sahel.
-
C.
Yali people
The Yali people are an indigenous Papuan ethnic group of the central highlands of Indonesian New Guinea, known for their traditional stone-age farming practices, distinctive dress, and remote mountain settlements.
-
D.
Maravi people
The Maravi people were a historical Bantu-speaking group in southeastern Africa whose kingdom gave rise to and is ancestrally linked with the modern Chewa people.
-
E.
Ngoni people
The Ngoni people are a Bantu-speaking ethnic group in southeastern Africa, historically known for their migration and military traditions influenced by the Zulu.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d86da750008190987eb26be3f6c118 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e15685b28c8190927b704fef14a159 |
completed | April 16, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003546d3e081908f1244b7f4fb1067 |
completed | May 10, 2026, 7:35 a.m. |
Created at: April 10, 2026, 4:52 a.m.