Triple

T3291612
Position Surface form Disambiguated ID Type / Status
Subject Hawthorne studies E69113 entity
Predicate component P35 FINISHED
Object bank wiring observation room study
The bank wiring observation room study was a key phase of the Hawthorne investigations that examined informal group dynamics and social influences on worker productivity in a controlled factory setting.
E345084 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: bank wiring observation room study | Statement: [Hawthorne studies, component, bank wiring observation room study]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: bank wiring observation room study
Context triple: [Hawthorne studies, component, bank wiring observation room study]
  • A. Currency and Banking Operations Division
    The Currency and Banking Operations Division is a department of the Reserve Bank of Zimbabwe responsible for managing currency issuance, circulation, and core banking operations within the country.
  • B. The Mystery of Banking
    The Mystery of Banking is an Austrian School economic treatise by Murray Rothbard that critiques fractional-reserve banking and central banking while advocating for sound money and free-market monetary institutions.
  • C. Payments System Board
    The Payments System Board is the policy-making body within the Reserve Bank of Australia responsible for overseeing and promoting the safety, efficiency, and competitiveness of the country’s payments system.
  • D. Bank junction
    Bank junction is a major road intersection and financial hub in the City of London, surrounded by landmark institutions such as the Bank of England and the Royal Exchange.
  • E. Money Laundering and Asset Recovery Section
    The Money Laundering and Asset Recovery Section is a specialized unit within the U.S. Department of Justice that investigates, prosecutes, and coordinates efforts to combat money laundering and recover criminally derived assets.
  • 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: bank wiring observation room study
Triple: [Hawthorne studies, component, bank wiring observation room study]
Generated description
The bank wiring observation room study was a key phase of the Hawthorne investigations that examined informal group dynamics and social influences on worker productivity in a controlled factory setting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: bank wiring observation room study
Target entity description: The bank wiring observation room study was a key phase of the Hawthorne investigations that examined informal group dynamics and social influences on worker productivity in a controlled factory setting.
  • A. Currency and Banking Operations Division
    The Currency and Banking Operations Division is a department of the Reserve Bank of Zimbabwe responsible for managing currency issuance, circulation, and core banking operations within the country.
  • B. The Mystery of Banking
    The Mystery of Banking is an Austrian School economic treatise by Murray Rothbard that critiques fractional-reserve banking and central banking while advocating for sound money and free-market monetary institutions.
  • C. Payments System Board
    The Payments System Board is the policy-making body within the Reserve Bank of Australia responsible for overseeing and promoting the safety, efficiency, and competitiveness of the country’s payments system.
  • D. Bank junction
    Bank junction is a major road intersection and financial hub in the City of London, surrounded by landmark institutions such as the Bank of England and the Royal Exchange.
  • E. Money Laundering and Asset Recovery Section
    The Money Laundering and Asset Recovery Section is a specialized unit within the U.S. Department of Justice that investigates, prosecutes, and coordinates efforts to combat money laundering and recover criminally derived assets.
  • 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.