Triple
T12653861
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toma |
E302230
|
entity |
| Predicate | primaryLanguageOf |
P1252
|
FINISHED |
| Object | Loma people of Liberia |
E996634
|
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: Loma people of Liberia | Statement: [Toma, primaryLanguageOf, Loma people of Liberia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loma people of Liberia Context triple: [Toma, primaryLanguageOf, Loma people of Liberia]
-
A.
Loma people of Guinea
chosen
The Loma people of Guinea are an indigenous ethnic group of West Africa known for their rich oral traditions, intricate masking ceremonies, and forest-based agrarian lifestyle.
-
B.
indigenous peoples of Liberia
The indigenous peoples of Liberia are the diverse ethnic groups native to the region, including communities such as the Kpelle, Bassa, Gio, Kru, and others, who long predated the modern Liberian state and maintain distinct languages, cultures, and social structures.
-
C.
Sena people
The Sena people are a Bantu ethnic group of southeastern Africa, primarily found in Mozambique and Malawi, known for their agricultural traditions and use of the Sena language.
-
D.
Mandinka people
The Mandinka people are a major Mande-speaking ethnic group of West Africa known for their rich oral traditions, Islamic scholarship, and historical role in the Mali Empire.
-
E.
Balanta people
The Balanta people are a West African ethnic group primarily found in Guinea-Bissau and neighboring regions, known for their rice farming traditions, decentralized social organization, and rich musical and ritual culture.
- 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_69d7bded71a88190bb76e2413af9ea66 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96160730c81909e1aa3efb51bf159 |
completed | April 10, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6719c18508190a9c28b2526e6b336 |
completed | May 2, 2026, 9:50 p.m. |
Created at: April 9, 2026, 5:18 p.m.