Triple

T2349373
Position Surface form Disambiguated ID Type / Status
Subject Hugh Frayne E47409 entity
Predicate participatedIn P149 FINISHED
Object World War I home front labor mobilization
World War I home front labor mobilization refers to the large-scale organization and deployment of civilian workers, unions, and industrial resources to support the war effort through increased production, labor regulation, and social coordination away from the battlefront.
E259093 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: World War I home front labor mobilization | Statement: [Hugh Frayne, participatedIn, World War I home front labor mobilization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: World War I home front labor mobilization
Context triple: [Hugh Frayne, participatedIn, World War I home front labor mobilization]
  • A. World War I home front in the Russian Empire
    The World War I home front in the Russian Empire encompassed the social, economic, and political conditions within Russia during the war, marked by severe hardship, unrest, and revolutionary upheaval that ultimately contributed to the collapse of the imperial regime.
  • B. World War II economic mobilization
    World War II economic mobilization was the large-scale transformation of national economies—especially in the United States and other Allied powers—into war-focused production systems that ended mass unemployment and massively expanded industrial output.
  • C. British home front during World War I
    The British home front during World War I encompassed the civilian population’s mobilization for total war, including industrial production, rationing, propaganda, and coastal defense efforts that supported the military campaign.
  • D. United States home front during World War I
    The United States home front during World War I was marked by rapid industrial mobilization, government regulation of the economy and resources, and widespread propaganda campaigns to support the war effort and shape public opinion.
  • E. Canadian home front during World War I
    The Canadian home front during World War I encompassed the social, political, and economic mobilization of Canadian society for the war effort, marked by intense debates over conscription, shifting roles for women, and deep divisions along linguistic and regional lines.
  • 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: World War I home front labor mobilization
Triple: [Hugh Frayne, participatedIn, World War I home front labor mobilization]
Generated description
World War I home front labor mobilization refers to the large-scale organization and deployment of civilian workers, unions, and industrial resources to support the war effort through increased production, labor regulation, and social coordination away from the battlefront.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: World War I home front labor mobilization
Target entity description: World War I home front labor mobilization refers to the large-scale organization and deployment of civilian workers, unions, and industrial resources to support the war effort through increased production, labor regulation, and social coordination away from the battlefront.
  • A. World War I home front in the Russian Empire
    The World War I home front in the Russian Empire encompassed the social, economic, and political conditions within Russia during the war, marked by severe hardship, unrest, and revolutionary upheaval that ultimately contributed to the collapse of the imperial regime.
  • B. World War II economic mobilization
    World War II economic mobilization was the large-scale transformation of national economies—especially in the United States and other Allied powers—into war-focused production systems that ended mass unemployment and massively expanded industrial output.
  • C. British home front during World War I
    The British home front during World War I encompassed the civilian population’s mobilization for total war, including industrial production, rationing, propaganda, and coastal defense efforts that supported the military campaign.
  • D. United States home front during World War I
    The United States home front during World War I was marked by rapid industrial mobilization, government regulation of the economy and resources, and widespread propaganda campaigns to support the war effort and shape public opinion.
  • E. Canadian home front during World War I
    The Canadian home front during World War I encompassed the social, political, and economic mobilization of Canadian society for the war effort, marked by intense debates over conscription, shifting roles for women, and deep divisions along linguistic and regional lines.
  • 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_69a88a1b678c8190bce986922ba60ce0 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abc6cc90d08190824a90e190d1b017 completed March 7, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae962cb7988190bb2bb23191acf6ae completed March 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ae9a035b70819096f2d556fb14313b completed March 9, 2026, 9:59 a.m.
NED2 Entity disambiguation (via description) batch_69ae9af22c688190b1c8bb169f5658ca completed March 9, 2026, 10:03 a.m.
Created at: March 4, 2026, 7:54 p.m.