Triple

T17888747
Position Surface form Disambiguated ID Type / Status
Subject RIT Croatia E447258 entity
Predicate academicProgram P2489 FINISHED
Object Service Management
Service Management is an undergraduate academic program at RIT Croatia focused on preparing students to design, deliver, and improve service-oriented businesses and customer experiences.
E1293665 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: Service Management | Statement: [RIT Croatia, academicProgram, Service Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Service Management
Context triple: [RIT Croatia, academicProgram, Service Management]
  • A. Service Management Facility
    Service Management Facility is Solaris’s framework for managing system and application services, providing centralized control, dependency handling, and fault management for service processes.
  • B. Service Manager
    Service Manager is Microsoft’s IT service management (ITSM) solution within the System Center suite, used to standardize, automate, and integrate IT service processes such as incident, problem, and change management.
  • C. Service & Systems
    Service & Systems is a Dutch Design Awards category that recognizes innovative design solutions in services, infrastructures, and systemic processes that improve user experiences and societal systems.
  • D. Service Operation
    Service Operation is the ITIL v3 lifecycle stage focused on managing and delivering IT services on a day-to-day basis to ensure agreed service levels are met.
  • E. Customer Service Management (CSM)
    Customer Service Management (CSM) is ServiceNow’s cloud-based solution for streamlining and automating customer service operations across channels, departments, and workflows.
  • 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: Service Management
Triple: [RIT Croatia, academicProgram, Service Management]
Generated description
Service Management is an undergraduate academic program at RIT Croatia focused on preparing students to design, deliver, and improve service-oriented businesses and customer experiences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Service Management
Target entity description: Service Management is an undergraduate academic program at RIT Croatia focused on preparing students to design, deliver, and improve service-oriented businesses and customer experiences.
  • A. Service Management Facility
    Service Management Facility is Solaris’s framework for managing system and application services, providing centralized control, dependency handling, and fault management for service processes.
  • B. Service Manager
    Service Manager is Microsoft’s IT service management (ITSM) solution within the System Center suite, used to standardize, automate, and integrate IT service processes such as incident, problem, and change management.
  • C. Service & Systems
    Service & Systems is a Dutch Design Awards category that recognizes innovative design solutions in services, infrastructures, and systemic processes that improve user experiences and societal systems.
  • D. Service Operation
    Service Operation is the ITIL v3 lifecycle stage focused on managing and delivering IT services on a day-to-day basis to ensure agreed service levels are met.
  • E. Customer Service Management (CSM)
    Customer Service Management (CSM) is ServiceNow’s cloud-based solution for streamlining and automating customer service operations across channels, departments, and workflows.
  • 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_69d8b9f59bd48190a6fc925a855b8bac completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49c15f8b08190ac8d134e32d62d18 completed April 19, 2026, 9:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0313dd15d481909d0d539817d11340 completed May 12, 2026, 11:49 a.m.
NEDg Description generation batch_6a031485c3908190a8fe49068d45e910 completed May 12, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_6a03151de8408190a4c8bc30f5606951 completed May 12, 2026, 11:55 a.m.
Created at: April 10, 2026, 10:18 a.m.