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.