Triple
T8932501
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Americo-Liberian settlers |
E212690
|
entity |
| Predicate | governed |
P760
|
FINISHED |
| Object |
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.
|
E767801
|
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: indigenous peoples of Liberia | Statement: [Americo-Liberian settlers, governed, indigenous peoples of Liberia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: indigenous peoples of Liberia Context triple: [Americo-Liberian settlers, governed, indigenous peoples of Liberia]
-
A.
Americo-Liberian settlers
Americo-Liberian settlers were freed African American and Caribbean migrants who established a Western-influenced ruling elite in Liberia during the 19th century.
-
B.
Saramaccan Maroons
The Saramaccan Maroons are a community of descendants of escaped African slaves in Suriname, known for their distinct Afro-creole culture, autonomy, and preservation of unique linguistic and spiritual traditions.
-
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.
Ndyuka Maroons
The Ndyuka Maroons are a community of descendants of escaped African slaves in Suriname and French Guiana, known for their distinct Afro-Surinamese culture, history of resistance, and preservation of unique linguistic and spiritual traditions.
-
E.
Guineans
Guineans are the people originating from the West African country of Guinea, characterized by diverse ethnic groups, languages, and cultural traditions.
- 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: indigenous peoples of Liberia Triple: [Americo-Liberian settlers, governed, indigenous peoples of Liberia]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: indigenous peoples of Liberia Target entity description: 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.
-
A.
Americo-Liberian settlers
Americo-Liberian settlers were freed African American and Caribbean migrants who established a Western-influenced ruling elite in Liberia during the 19th century.
-
B.
Saramaccan Maroons
The Saramaccan Maroons are a community of descendants of escaped African slaves in Suriname, known for their distinct Afro-creole culture, autonomy, and preservation of unique linguistic and spiritual traditions.
-
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.
Ndyuka Maroons
The Ndyuka Maroons are a community of descendants of escaped African slaves in Suriname and French Guiana, known for their distinct Afro-Surinamese culture, history of resistance, and preservation of unique linguistic and spiritual traditions.
-
E.
Guineans
Guineans are the people originating from the West African country of Guinea, characterized by diverse ethnic groups, languages, and cultural traditions.
- 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_69ca8395c438819087d7cb844ab5990c |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc668e5c108190b08f9cd6b4fd4a8b |
completed | April 1, 2026, 12:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc1d965cc8190bad0a990df318698 |
completed | April 3, 2026, 1:34 p.m. |
| NEDg | Description generation | batch_69cfc3b3044c81908631fee4ffe5c25f |
completed | April 3, 2026, 1:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfc41fca3081908d8c2515c98283de |
completed | April 3, 2026, 1:43 p.m. |
Created at: March 30, 2026, 6:57 p.m.