Triple

T3786152
Position Surface form Disambiguated ID Type / Status
Subject Whitneyville Armory E85534 entity
Predicate partOf P40 FINISHED
Object American System of Manufacturing
The American System of Manufacturing was a 19th-century production method characterized by the use of interchangeable parts and mechanized, standardized processes that enabled efficient mass production, especially in arms and machinery.
E388238 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: American System of Manufacturing | Statement: [Whitneyville Armory, partOf, American System of Manufacturing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American System of Manufacturing
Context triple: [Whitneyville Armory, partOf, American System of Manufacturing]
  • A. On the Economy of Machinery and Manufactures
    On the Economy of Machinery and Manufactures is an 1832 treatise by Charles Babbage that analyzes industrial production, the division of labor, and the impact of machinery on economic efficiency and society.
  • B. Report on Manufactures
    The Report on Manufactures is Alexander Hamilton’s influential 1791 proposal advocating federal support for American industry and a diversified national economy.
  • C. The Control of Industry
    "The Control of Industry" is an influential economic and political treatise by British Labour politician and economist Hugh Dalton examining how industrial production should be organized and regulated in a modern state.
  • D. Society for Establishing Useful Manufactures
    The Society for Establishing Useful Manufactures was an 18th-century American industrial corporation chartered to promote large-scale manufacturing and economic development, notably through the planned industrial city of Paterson, New Jersey.
  • E. The Industrial Society
    The Industrial Society is a sociological work by Raymond Aron that analyzes the structures, dynamics, and implications of modern industrialized societies.
  • 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: American System of Manufacturing
Triple: [Whitneyville Armory, partOf, American System of Manufacturing]
Generated description
The American System of Manufacturing was a 19th-century production method characterized by the use of interchangeable parts and mechanized, standardized processes that enabled efficient mass production, especially in arms and machinery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American System of Manufacturing
Target entity description: The American System of Manufacturing was a 19th-century production method characterized by the use of interchangeable parts and mechanized, standardized processes that enabled efficient mass production, especially in arms and machinery.
  • A. On the Economy of Machinery and Manufactures
    On the Economy of Machinery and Manufactures is an 1832 treatise by Charles Babbage that analyzes industrial production, the division of labor, and the impact of machinery on economic efficiency and society.
  • B. Report on Manufactures
    The Report on Manufactures is Alexander Hamilton’s influential 1791 proposal advocating federal support for American industry and a diversified national economy.
  • C. The Control of Industry
    "The Control of Industry" is an influential economic and political treatise by British Labour politician and economist Hugh Dalton examining how industrial production should be organized and regulated in a modern state.
  • D. Society for Establishing Useful Manufactures
    The Society for Establishing Useful Manufactures was an 18th-century American industrial corporation chartered to promote large-scale manufacturing and economic development, notably through the planned industrial city of Paterson, New Jersey.
  • E. The Industrial Society
    The Industrial Society is a sociological work by Raymond Aron that analyzes the structures, dynamics, and implications of modern industrialized societies.
  • 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_69aed937fa8881908208ef3801060826 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee42d2bc88190ab85529fcd1aa20a completed March 9, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f04ceea881909c3f0d1da9b538ae completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f1730bbc8190a2f5f70ebc5a528a completed March 14, 2026, 5:26 a.m.
NED2 Entity disambiguation (via description) batch_69b4f2538eac81908a6c85ddab4e2356 completed March 14, 2026, 5:29 a.m.
Created at: March 9, 2026, 3:13 p.m.