Triple
T17101571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jakob Marengo |
E414991
|
entity |
| Predicate | conflict |
P12
|
FINISHED |
| Object |
German–Nama conflict
The German–Nama conflict was a late 19th- and early 20th-century colonial war in present-day Namibia between the German Empire and Nama groups, marked by guerrilla resistance and brutal repression that formed part of the wider Herero and Nama genocide.
|
E1251817
|
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: German–Nama conflict | Statement: [Jakob Marengo, conflict, German–Nama conflict]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German–Nama conflict Context triple: [Jakob Marengo, conflict, German–Nama conflict]
-
A.
Basuto Wars
The Basuto Wars were a series of 19th-century conflicts in southern Africa between the Basotho people and neighboring Boer republics, primarily over land and political control.
-
B.
Xhosa Wars
The Xhosa Wars were a series of 19th-century frontier conflicts in South Africa between the Xhosa peoples and European colonial powers, primarily the British, over land and political control in the Eastern Cape region.
-
C.
Nembe–Brass War
The Nembe–Brass War was a late 19th-century conflict in the Niger Delta between the Nembe people and the British-backed Royal Niger Company, reflecting resistance to colonial economic and political domination.
-
D.
Boer–Zulu conflicts
The Boer–Zulu conflicts were a series of 19th-century clashes in southern Africa between Boer settlers and the Zulu Kingdom over land, political control, and regional dominance.
-
E.
Caprivi conflict
The Caprivi conflict was a separatist insurgency in Namibia’s Caprivi Strip during the late 1990s and early 2000s, led by the Caprivi Liberation Army seeking independence from Namibia.
- 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: German–Nama conflict Triple: [Jakob Marengo, conflict, German–Nama conflict]
Generated description
The German–Nama conflict was a late 19th- and early 20th-century colonial war in present-day Namibia between the German Empire and Nama groups, marked by guerrilla resistance and brutal repression that formed part of the wider Herero and Nama genocide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: German–Nama conflict Target entity description: The German–Nama conflict was a late 19th- and early 20th-century colonial war in present-day Namibia between the German Empire and Nama groups, marked by guerrilla resistance and brutal repression that formed part of the wider Herero and Nama genocide.
-
A.
Basuto Wars
The Basuto Wars were a series of 19th-century conflicts in southern Africa between the Basotho people and neighboring Boer republics, primarily over land and political control.
-
B.
Xhosa Wars
The Xhosa Wars were a series of 19th-century frontier conflicts in South Africa between the Xhosa peoples and European colonial powers, primarily the British, over land and political control in the Eastern Cape region.
-
C.
Nembe–Brass War
The Nembe–Brass War was a late 19th-century conflict in the Niger Delta between the Nembe people and the British-backed Royal Niger Company, reflecting resistance to colonial economic and political domination.
-
D.
Boer–Zulu conflicts
The Boer–Zulu conflicts were a series of 19th-century clashes in southern Africa between Boer settlers and the Zulu Kingdom over land, political control, and regional dominance.
-
E.
Caprivi conflict
The Caprivi conflict was a separatist insurgency in Namibia’s Caprivi Strip during the late 1990s and early 2000s, led by the Caprivi Liberation Army seeking independence from Namibia.
- 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_69d886cfc8e88190b05ba466edd35591 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dc239a088190a776fe0f4361ffc7 |
completed | April 18, 2026, 7:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a014143edb081909509c5435d392dd0 |
completed | May 11, 2026, 2:39 a.m. |
| NEDg | Description generation | batch_6a0141d8cd148190b0a2336c60ce9766 |
completed | May 11, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01423fa7ec81908ea844b6c8d82e33 |
completed | May 11, 2026, 2:43 a.m. |
Created at: April 10, 2026, 5:35 a.m.