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.