Triple
T8707111
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IMS |
E206675
|
entity |
| Predicate | hasAdministrationTool |
P20521
|
FINISHED |
| Object |
IMS Tools (IBM IMS Tools family)
IMS Tools (IBM IMS Tools family) is a suite of IBM software utilities designed to simplify administration, monitoring, performance tuning, and data management for IBM IMS database and transaction environments.
|
E736225
|
NE FINISHED |
How this triple was built (5 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: IMS Tools (IBM IMS Tools family) | Statement: [IMS, hasAdministrationTool, IMS Tools (IBM IMS Tools family)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IMS Tools (IBM IMS Tools family) Context triple: [IMS, hasAdministrationTool, IMS Tools (IBM IMS Tools family)]
-
A.
CICS Transaction Server
CICS Transaction Server is IBM’s high-performance transaction processing platform used to run large-scale, mission-critical applications on mainframe systems.
-
B.
CICS
CICS is the College of Information and Computer Sciences at the University of Massachusetts Amherst, known for its research and education in computer science and related fields.
-
C.
IBM utilities
IBM utilities are a collection of system and data management programs provided by IBM on its mainframe platforms to support tasks such as file handling, sorting, backup, and system maintenance.
-
D.
z/OS Management Facility
z/OS Management Facility is a web-based management and administration interface for IBM’s z/OS operating system that simplifies system configuration, monitoring, and task automation.
-
E.
IBM MQ
IBM MQ is an enterprise-grade messaging middleware that enables reliable, secure, and asynchronous communication between distributed applications and systems.
- 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: IMS Tools (IBM IMS Tools family) Triple: [IMS, hasAdministrationTool, IMS Tools (IBM IMS Tools family)]
Generated description
IMS Tools (IBM IMS Tools family) is a suite of IBM software utilities designed to simplify administration, monitoring, performance tuning, and data management for IBM IMS database and transaction environments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IMS Tools (IBM IMS Tools family) Target entity description: IMS Tools (IBM IMS Tools family) is a suite of IBM software utilities designed to simplify administration, monitoring, performance tuning, and data management for IBM IMS database and transaction environments.
-
A.
CICS Transaction Server
CICS Transaction Server is IBM’s high-performance transaction processing platform used to run large-scale, mission-critical applications on mainframe systems.
-
B.
CICS
CICS is the College of Information and Computer Sciences at the University of Massachusetts Amherst, known for its research and education in computer science and related fields.
-
C.
IBM utilities
chosen
IBM utilities are a collection of system and data management programs provided by IBM on its mainframe platforms to support tasks such as file handling, sorting, backup, and system maintenance.
-
D.
z/OS Management Facility
z/OS Management Facility is a web-based management and administration interface for IBM’s z/OS operating system that simplifies system configuration, monitoring, and task automation.
-
E.
IBM MQ
IBM MQ is an enterprise-grade messaging middleware that enables reliable, secure, and asynchronous communication between distributed applications and systems.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasAdministrationTool Context triple: [IMS, hasAdministrationTool, IMS Tools (IBM IMS Tools family)]
-
A.
usesManagementTool
chosen
Indicates that one entity employs or operates a management tool to perform or support its management-related activities.
-
B.
hasAdministrationSite
Indicates the specific location or site on or in a subject where a substance, treatment, or intervention is administered.
-
C.
isToolIn
Indicates that a tool is located within or contained inside a specified space, container, or context.
-
D.
hasManagement
Indicates that one entity exercises managerial authority or oversight over another entity.
-
E.
hasScriptTool
Indicates that an entity uses, is associated with, or is supported by a particular scripting tool or scripting environment.
- F. None of above.
Provenance (6 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_69ca835645e881908f00e3c8b51da81d |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc58fe19ac8190936ba0faf513ed2b |
completed | March 31, 2026, 11:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf28aac77c8190b4f5968643715765 |
completed | April 3, 2026, 2:40 a.m. |
| NEDg | Description generation | batch_69cf2bcff84881908a7985fdf8189583 |
completed | April 3, 2026, 2:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf2ca1ddac8190a36367e6bba8e3c8 |
completed | April 3, 2026, 2:57 a.m. |
| PD | Predicate disambiguation | batch_69cc456bda508190a9aa0fb92760739e |
completed | March 31, 2026, 10:06 p.m. |
Created at: March 30, 2026, 6:35 p.m.