Triple

T6328077
Position Surface form Disambiguated ID Type / Status
Subject On the Economy of Machinery and Manufactures E141906 entity
Predicate discusses P450 FINISHED
Object time and motion in production
Time and motion in production refers to the systematic study and optimization of workers’ tasks and movements to increase efficiency and productivity in manufacturing and industrial processes.
E586581 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: time and motion in production | Statement: [On the Economy of Machinery and Manufactures, discusses, time and motion in production]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: time and motion in production
Context triple: [On the Economy of Machinery and Manufactures, discusses, time and motion in production]
  • A. Man the Producer
    Man the Producer was a thematic section of Montreal’s Man and His World exhibition that explored humanity’s industrial, technological, and economic productivity.
  • B. Making Movies
    Making Movies is a widely respected memoir and craft-focused book in which acclaimed film director Sidney Lumet explains his practical approach to filmmaking.
  • C. sculpting in time
    Sculpting in time is Andrei Tarkovsky’s influential concept of cinema as an art form that shapes and distills time itself through long takes, rhythm, and poetic imagery.
  • D. Capital and Time
    Capital and Time is an influential economic work by John R. Hicks that analyzes the role of capital, interest, and intertemporal choice in dynamic economic theory.
  • E. SMPTE timecode
    SMPTE timecode is an industry-standard timing and synchronization system used in film, television, and audio production to uniquely label each frame with a precise time reference.
  • 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: time and motion in production
Triple: [On the Economy of Machinery and Manufactures, discusses, time and motion in production]
Generated description
Time and motion in production refers to the systematic study and optimization of workers’ tasks and movements to increase efficiency and productivity in manufacturing and industrial processes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: time and motion in production
Target entity description: Time and motion in production refers to the systematic study and optimization of workers’ tasks and movements to increase efficiency and productivity in manufacturing and industrial processes.
  • A. Man the Producer
    Man the Producer was a thematic section of Montreal’s Man and His World exhibition that explored humanity’s industrial, technological, and economic productivity.
  • B. Making Movies
    Making Movies is a widely respected memoir and craft-focused book in which acclaimed film director Sidney Lumet explains his practical approach to filmmaking.
  • C. sculpting in time
    Sculpting in time is Andrei Tarkovsky’s influential concept of cinema as an art form that shapes and distills time itself through long takes, rhythm, and poetic imagery.
  • D. Capital and Time
    Capital and Time is an influential economic work by John R. Hicks that analyzes the role of capital, interest, and intertemporal choice in dynamic economic theory.
  • E. SMPTE timecode
    SMPTE timecode is an industry-standard timing and synchronization system used in film, television, and audio production to uniquely label each frame with a precise time reference.
  • 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_69c008d201748190917e69c41ba3f978 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c064e9532081908277f10ec380a486 completed March 22, 2026, 9:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c60410223081908c1cf3663d4b14c0 completed March 27, 2026, 4:14 a.m.
NEDg Description generation batch_69c60626724881908e6270c2d3652c16 completed March 27, 2026, 4:23 a.m.
NED2 Entity disambiguation (via description) batch_69c606bd2228819082fcb63493664927 completed March 27, 2026, 4:25 a.m.
Created at: March 22, 2026, 4:29 p.m.