Triple

T552298
Position Surface form Disambiguated ID Type / Status
Subject Western Electric E11865 entity
Predicate associatedWith P37 FINISHED
Object Hawthorne studies
The Hawthorne studies were a series of influential workplace experiments conducted in the 1920s–1930s that revealed how social and psychological factors significantly affect employee productivity and behavior.
E69113 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: Hawthorne studies | Statement: [Western Electric, associatedWith, Hawthorne studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hawthorne studies
Context triple: [Western Electric, associatedWith, Hawthorne studies]
  • A. Models of Man
    Models of Man is a seminal book by Herbert A. Simon that explores human decision-making and behavior through the lens of bounded rationality and mathematical models in the social sciences.
  • B. Robbins
    Robbins is the middle name of H. R. Haldeman, the influential White House Chief of Staff under U.S. President Richard Nixon and a central figure in the Watergate scandal.
  • C. Walden Two
    Walden Two is a utopian novel by behaviorist B. F. Skinner that depicts a community engineered through behavioral principles to maximize social harmony and individual well-being.
  • D. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • E. Hawthorne test tunnel
    Hawthorne test tunnel is an experimental underground transportation tunnel in Hawthorne, California, built by The Boring Company to demonstrate and develop high-speed, low-cost tunneling and transit technologies.
  • 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: Hawthorne studies
Triple: [Western Electric, associatedWith, Hawthorne studies]
Generated description
The Hawthorne studies were a series of influential workplace experiments conducted in the 1920s–1930s that revealed how social and psychological factors significantly affect employee productivity and behavior.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hawthorne studies
Target entity description: The Hawthorne studies were a series of influential workplace experiments conducted in the 1920s–1930s that revealed how social and psychological factors significantly affect employee productivity and behavior.
  • A. Models of Man
    Models of Man is a seminal book by Herbert A. Simon that explores human decision-making and behavior through the lens of bounded rationality and mathematical models in the social sciences.
  • B. Robbins
    Robbins is the middle name of H. R. Haldeman, the influential White House Chief of Staff under U.S. President Richard Nixon and a central figure in the Watergate scandal.
  • C. Walden Two
    Walden Two is a utopian novel by behaviorist B. F. Skinner that depicts a community engineered through behavioral principles to maximize social harmony and individual well-being.
  • D. The Advancement of Learning
    The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
  • E. Hawthorne test tunnel
    Hawthorne test tunnel is an experimental underground transportation tunnel in Hawthorne, California, built by The Boring Company to demonstrate and develop high-speed, low-cost tunneling and transit technologies.
  • 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_69a4932941d08190815efd422f0b4ca7 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a499047bd4819089ca8345f1b6e46c completed March 1, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4e3f755288190bcbf798cd52f84e1 completed March 2, 2026, 1:12 a.m.
NEDg Description generation batch_69a4e454a0288190a7056b206341519a completed March 2, 2026, 1:13 a.m.
NED2 Entity disambiguation (via description) batch_69a4e4d7bd108190a386a40c4b739d11 completed March 2, 2026, 1:16 a.m.
Created at: March 1, 2026, 7:32 p.m.