Triple

T3291614
Position Surface form Disambiguated ID Type / Status
Subject Hawthorne studies E69113 entity
Predicate subjectOf P38 FINISHED
Object Management and the Worker
Management and the Worker is a landmark 1939 book by Elton Mayo and colleagues that analyzes the Hawthorne studies and helped establish the human relations movement in industrial and organizational psychology.
 E345085 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: Management and the Worker | Statement: [Hawthorne studies, subjectOf, Management and the Worker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Management and the Worker
Context triple: [Hawthorne studies, subjectOf, Management and the Worker]
  • A. City of Workers
    "City of Workers" is a nickname for Lawrence, Massachusetts, reflecting its historic role as a major industrial mill city with a large working-class population.
  • B. Joe Worker
    "Joe Worker" is a politically charged song from Marc Blitzstein's 1937 pro-labor musical *The Cradle Will Rock*, symbolizing the struggles of the American working class.
  • C. The Job
    The Job is a film featuring actor John Ortiz in a significant role.
  • D. Labori
    Labori was a prominent French defense lawyer best known for representing Alfred Dreyfus during the politically charged Dreyfus affair.
  • E. The Employer
    The Employer is a thriller film featuring Paige Howard in a prominent role.
  • 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: Management and the Worker
Triple: [Hawthorne studies, subjectOf, Management and the Worker]
Generated description
Management and the Worker is a landmark 1939 book by Elton Mayo and colleagues that analyzes the Hawthorne studies and helped establish the human relations movement in industrial and organizational psychology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Management and the Worker
Target entity description: Management and the Worker is a landmark 1939 book by Elton Mayo and colleagues that analyzes the Hawthorne studies and helped establish the human relations movement in industrial and organizational psychology.
  • A. City of Workers
    "City of Workers" is a nickname for Lawrence, Massachusetts, reflecting its historic role as a major industrial mill city with a large working-class population.
  • B. Joe Worker
    "Joe Worker" is a politically charged song from Marc Blitzstein's 1937 pro-labor musical *The Cradle Will Rock*, symbolizing the struggles of the American working class.
  • C. The Job
    The Job is a film featuring actor John Ortiz in a significant role.
  • D. Labori
    Labori was a prominent French defense lawyer best known for representing Alfred Dreyfus during the politically charged Dreyfus affair.
  • E. The Employer
    The Employer is a thriller film featuring Paige Howard in a prominent role.
  • 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_69ad859d45748190b0742408c954b39f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb05d0c908190a927d1af78e27de0 completed March 8, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e8654e8481908f4a8efa219edc54 completed March 12, 2026, 4:23 p.m.
NEDg Description generation batch_69b2ec67e79c8190b29970f856c7e5cf completed March 12, 2026, 4:40 p.m.
NED2 Entity disambiguation (via description) batch_69b2ed1b17a88190ac06092ad012bd9b completed March 12, 2026, 4:43 p.m.
Created at: March 8, 2026, 3:10 p.m.