Triple

T23494312
Position Surface form Disambiguated ID Type / Status
Subject Tufts University central administration E571659 entity
Predicate includesOffice P1268 FINISHED
Object Office of Human Resources
The Office of Human Resources at Tufts University is the central administrative unit responsible for managing employee recruitment, benefits, policies, and workplace support for the university’s faculty and staff.
E1591345 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: Office of Human Resources | Statement: [Tufts University central administration, includesOffice, Office of Human Resources]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Human Resources
Context triple: [Tufts University central administration, includesOffice, Office of Human Resources]
  • A. 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.
  • B. Office of Human Resources
    The Office of Human Resources is the division of the Illinois Department of Human Services responsible for managing the agency’s workforce, including hiring, employee relations, benefits, and personnel policies.
  • 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. Department of Human Resources
    The Department of Human Resources is the City of Atlanta’s municipal agency responsible for managing the city workforce, including hiring, employee relations, benefits, and personnel policies.
  • E. Department of Human Resources
    The Department of Human Resources is the organizational unit within the OSCE Secretariat responsible for managing staff recruitment, development, welfare, and personnel policies.
  • 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: Office of Human Resources
Triple: [Tufts University central administration, includesOffice, Office of Human Resources]
Generated description
The Office of Human Resources at Tufts University is the central administrative unit responsible for managing employee recruitment, benefits, policies, and workplace support for the university’s faculty and staff.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Human Resources
Target entity description: The Office of Human Resources at Tufts University is the central administrative unit responsible for managing employee recruitment, benefits, policies, and workplace support for the university’s faculty and staff.
  • A. 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.
  • B. Office of Human Resources
    The Office of Human Resources is the division of the Illinois Department of Human Services responsible for managing the agency’s workforce, including hiring, employee relations, benefits, and personnel policies.
  • 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. Department of Human Resources
    The Department of Human Resources is the City of Atlanta’s municipal agency responsible for managing the city workforce, including hiring, employee relations, benefits, and personnel policies.
  • E. Department of Human Resources
    The Department of Human Resources is the organizational unit within the OSCE Secretariat responsible for managing staff recruitment, development, welfare, and personnel policies.
  • 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_69e245b4829881909b77a70e942bbd54 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a7de1ab88190b6c2441c63a99713 completed April 29, 2026, 6:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf434de08190ae283b260c5d7579 completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce324b91481908741290de0f1e3ea completed May 19, 2026, 10:24 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce3e41c60819095760a2c5a224fb3 completed May 19, 2026, 10:27 p.m.
Created at: April 17, 2026, 6:05 p.m.