Triple
T8932659
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armed Forces of Liberia |
E212693
|
entity |
| Predicate | historicalPredecessor |
P97
|
FINISHED |
| Object | Liberia Frontier Force |
E108383
|
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: Liberia Frontier Force | Statement: [Armed Forces of Liberia, historicalPredecessor, Liberia Frontier Force]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liberia Frontier Force Context triple: [Armed Forces of Liberia, historicalPredecessor, Liberia Frontier Force]
-
A.
Armed Forces of Liberia
The Armed Forces of Liberia is the national military of Liberia, historically involved in the country’s civil conflicts and now focused on defense, peacekeeping, and supporting national stability.
-
B.
Sierra Leone Army
The Sierra Leone Army is the national military force of Sierra Leone, which played a central role in the country's internal conflict during the 1990s.
-
C.
Liberia National Police
The Liberia National Police is the national law enforcement agency of Liberia responsible for maintaining public order, enforcing laws, and ensuring internal security across the country.
-
D.
West African Frontier Force
chosen
The West African Frontier Force was a British colonial military force composed largely of African soldiers from West Africa, used for imperial defense and campaigns in Africa and beyond during the late 19th and early 20th centuries.
-
E.
Guinean Armed Forces
The Guinean Armed Forces are the national military of Guinea, responsible for the country’s defense and regional security operations.
- 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_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_69cfd095a07c81908e164cfa68fb693e |
completed | April 3, 2026, 2:37 p.m. |
Created at: March 30, 2026, 6:57 p.m.