Triple

T2077503
Position Surface form Disambiguated ID Type / Status
Subject Matthias N. Forney E44958 entity
Predicate employer P7 FINISHED
Object American Machinist (magazine)
American Machinist was a prominent late-19th- and early-20th-century trade magazine focused on the metalworking and machine tool industries in the United States.
E230657 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 Machinist (magazine) | Statement: [Matthias N. Forney, employer, American Machinist (magazine)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Machinist (magazine)
Context triple: [Matthias N. Forney, employer, American Machinist (magazine)]
  • A. The Saturday Evening Post
    The Saturday Evening Post is a historic American magazine known for its general-interest articles, fiction, and iconic cover art, especially Norman Rockwell’s illustrations.
  • B. Argosy magazine
    Argosy magazine was a long-running American pulp and men's adventure periodical known for sensational stories and features that helped popularize mysteries like the Bermuda Triangle.
  • C. The Whitworth
    The Whitworth is a prominent art gallery and museum in Manchester, England, renowned for its collections of fine art, textiles, and wallpapers and its integration with the surrounding park.
  • D. Collier’s magazine
    Collier’s magazine was a popular American general-interest weekly periodical known for its fiction, investigative journalism, and influential illustrations during the late 19th and early 20th centuries.
  • E. Aerospace America
    Aerospace America is the flagship magazine of the American Institute of Aeronautics and Astronautics, covering news, analysis, and developments in aerospace science, engineering, and industry.
  • 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 Machinist (magazine)
Triple: [Matthias N. Forney, employer, American Machinist (magazine)]
Generated description
American Machinist was a prominent late-19th- and early-20th-century trade magazine focused on the metalworking and machine tool industries in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Machinist (magazine)
Target entity description: American Machinist was a prominent late-19th- and early-20th-century trade magazine focused on the metalworking and machine tool industries in the United States.
  • A. The Saturday Evening Post
    The Saturday Evening Post is a historic American magazine known for its general-interest articles, fiction, and iconic cover art, especially Norman Rockwell’s illustrations.
  • B. Argosy magazine
    Argosy magazine was a long-running American pulp and men's adventure periodical known for sensational stories and features that helped popularize mysteries like the Bermuda Triangle.
  • C. The Whitworth
    The Whitworth is a prominent art gallery and museum in Manchester, England, renowned for its collections of fine art, textiles, and wallpapers and its integration with the surrounding park.
  • D. Collier’s magazine
    Collier’s magazine was a popular American general-interest weekly periodical known for its fiction, investigative journalism, and influential illustrations during the late 19th and early 20th centuries.
  • E. Aerospace America
    Aerospace America is the flagship magazine of the American Institute of Aeronautics and Astronautics, covering news, analysis, and developments in aerospace science, engineering, and industry.
  • 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_69a88916c2b48190a5ca2e9b12cad3ed completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba2fa9c48190958826d5226544df completed March 7, 2026, 5:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2734a0688190a43c9687af48d06d completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae28155ec8819097741dcfd3d81110 completed March 9, 2026, 1:53 a.m.
NED2 Entity disambiguation (via description) batch_69ae2889503c8190bc72e786c656edf3 completed March 9, 2026, 1:55 a.m.
Created at: March 4, 2026, 7:41 p.m.