Triple
T8104703
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Faculty of Economic and Management Sciences |
E189198
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Department of Human Resource Management
The Department of Human Resource Management is an academic unit specializing in the study and teaching of workforce planning, employee development, labor relations, and organizational behavior within the Faculty of Economic and Management Sciences.
|
E709885
|
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: Department of Human Resource Management | Statement: [Faculty of Economic and Management Sciences, hasDepartment, Department of Human Resource Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Human Resource Management Context triple: [Faculty of Economic and Management Sciences, hasDepartment, Department of Human Resource Management]
-
A.
Human Resources Management Department
The Human Resources Management Department is the organizational unit responsible for overseeing staffing, personnel policies, and employee development within the ITU General Secretariat.
-
B.
Division of Human Resources
The Division of Human Resources is the unit within the Indiana Department of Natural Resources responsible for managing personnel, staffing, and employee services for the agency.
-
C.
Office of Human Resources Management
The Office of Human Resources Management is the division within the New York State Department of State responsible for overseeing personnel policies, staffing, employee relations, and related human resource functions.
-
D.
Office of Human Resources
The Office of Human Resources is the division within the Oregon Department of Human Services responsible for managing workforce-related functions such as hiring, employee relations, benefits, and staff development.
-
E.
Division of Human Resource Management
The Division of Human Resource Management is a Florida state government unit responsible for developing and overseeing statewide human resources policies, programs, and services for public employees.
- 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: Department of Human Resource Management Triple: [Faculty of Economic and Management Sciences, hasDepartment, Department of Human Resource Management]
Generated description
The Department of Human Resource Management is an academic unit specializing in the study and teaching of workforce planning, employee development, labor relations, and organizational behavior within the Faculty of Economic and Management Sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Human Resource Management Target entity description: The Department of Human Resource Management is an academic unit specializing in the study and teaching of workforce planning, employee development, labor relations, and organizational behavior within the Faculty of Economic and Management Sciences.
-
A.
Human Resources Management Department
The Human Resources Management Department is the organizational unit responsible for overseeing staffing, personnel policies, and employee development within the ITU General Secretariat.
-
B.
Division of Human Resources
The Division of Human Resources is the unit within the Indiana Department of Natural Resources responsible for managing personnel, staffing, and employee services for the agency.
-
C.
Office of Human Resources Management
The Office of Human Resources Management is the division within the New York State Department of State responsible for overseeing personnel policies, staffing, employee relations, and related human resource functions.
-
D.
Office of Human Resources
The Office of Human Resources is the division within the Oregon Department of Human Services responsible for managing workforce-related functions such as hiring, employee relations, benefits, and staff development.
-
E.
Division of Human Resource Management
The Division of Human Resource Management is a Florida state government unit responsible for developing and overseeing statewide human resources policies, programs, and services for public employees.
- 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_69ca82b9d5848190a24672775d5c5011 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb42c0ce6481909887be82c8019383 |
completed | March 31, 2026, 3:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc6422fb4c8190a5e7bedd323241d7 |
completed | April 1, 2026, 12:17 a.m. |
| NEDg | Description generation | batch_69cc6544909c819097529c279926e9cd |
completed | April 1, 2026, 12:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc686f343081908f56809d297fdac0 |
completed | April 1, 2026, 12:35 a.m. |
Created at: March 30, 2026, 5:31 p.m.