Triple

T18753698
Position Surface form Disambiguated ID Type / Status
Subject Walter Weyl E458591 entity
Predicate employer P7 FINISHED
Object U.S. Industrial Commission
The U.S. Industrial Commission was a federal body established at the turn of the 20th century to investigate and report on industrial, labor, and economic conditions in the United States, helping shape early progressive-era policy reforms.
E1341375 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: U.S. Industrial Commission | Statement: [Walter Weyl, employer, U.S. Industrial Commission]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Industrial Commission
Context triple: [Walter Weyl, employer, U.S. Industrial Commission]
  • A. Interstate Commerce Commission
    The Interstate Commerce Commission was the first U.S. federal regulatory agency, created in 1887 to oversee and regulate railroad rates and later other modes of interstate transportation.
  • B. United States Department of Commerce and Labor
    The United States Department of Commerce and Labor was a former federal executive department (1903–1913) that combined responsibility for both commercial and labor affairs before being split into separate Commerce and Labor departments.
  • C. Creel Committee
    The Creel Committee was a U.S. government propaganda agency during World War I that coordinated public messaging to build support for American involvement in the war.
  • D. Bureau of Industry Economics
    The Bureau of Industry Economics was an Australian government agency that conducted research and policy analysis on industry performance, competitiveness, and microeconomic reform before being merged into the Productivity Commission.
  • E. International Trade Commission
    The International Trade Commission is an independent U.S. federal agency that investigates and adjudicates matters involving international trade, including unfair trade practices and import injury to domestic industries.
  • 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: U.S. Industrial Commission
Triple: [Walter Weyl, employer, U.S. Industrial Commission]
Generated description
The U.S. Industrial Commission was a federal body established at the turn of the 20th century to investigate and report on industrial, labor, and economic conditions in the United States, helping shape early progressive-era policy reforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Industrial Commission
Target entity description: The U.S. Industrial Commission was a federal body established at the turn of the 20th century to investigate and report on industrial, labor, and economic conditions in the United States, helping shape early progressive-era policy reforms.
  • A. Interstate Commerce Commission
    The Interstate Commerce Commission was the first U.S. federal regulatory agency, created in 1887 to oversee and regulate railroad rates and later other modes of interstate transportation.
  • B. United States Department of Commerce and Labor
    The United States Department of Commerce and Labor was a former federal executive department (1903–1913) that combined responsibility for both commercial and labor affairs before being split into separate Commerce and Labor departments.
  • C. Creel Committee
    The Creel Committee was a U.S. government propaganda agency during World War I that coordinated public messaging to build support for American involvement in the war.
  • D. Bureau of Industry Economics
    The Bureau of Industry Economics was an Australian government agency that conducted research and policy analysis on industry performance, competitiveness, and microeconomic reform before being merged into the Productivity Commission.
  • E. International Trade Commission
    The International Trade Commission is an independent U.S. federal agency that investigates and adjudicates matters involving international trade, including unfair trade practices and import injury to domestic industries.
  • 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_69d8d394dc308190b6725073f5db324c completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e579ef4ee48190a9892ac9787ffe37 completed April 20, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a053d36fc908190b3193d52ce4504ce completed May 14, 2026, 3:10 a.m.
NEDg Description generation batch_6a053e216ce0819093f0e9e9b707fca8 completed May 14, 2026, 3:14 a.m.
NED2 Entity disambiguation (via description) batch_6a053ed266a481908dc9ff85e1d7cf4f completed May 14, 2026, 3:17 a.m.
Created at: April 10, 2026, 11:51 a.m.