Triple
T22631654
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TM Forum |
E558568
|
entity |
| Predicate | hasFramework |
P9089
|
FINISHED |
| Object | Application Framework (TAM) |
—
|
NE NERFINISHED |
How this triple was built (3 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: Application Framework (TAM) | Statement: [TM Forum, hasFramework, Application Framework (TAM)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Application Framework (TAM) Context triple: [TM Forum, hasFramework, Application Framework (TAM)]
-
A.
Framework
"Framework" is the title of ISO/IEC 11179-1, the foundational part of the international standard that defines the overall concepts and structure for metadata registries.
-
B.
Unified Architecture Framework
The Unified Architecture Framework is a standardized enterprise architecture framework developed by the Object Management Group to support modeling, analysis, and design of complex systems and organizations.
-
C.
Application Function (AF)
The Application Function (AF) in 5G networks is a control-plane entity that provides application-level information and policies to the core network to optimize and customize service behavior.
-
D.
TAM
TAM is a prominent annual conference focused on science, skepticism, and critical thinking, originally organized by the James Randi Educational Foundation.
-
E.
TAM
TAM is the standard abbreviation used for the Tampa Tarpons, a Minor League Baseball team based in Tampa, Florida.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Application Framework (TAM) Target entity description: Application Framework (TAM) is a TM Forum standard that provides a comprehensive, hierarchical classification of applications used by communications service providers to support business and operations processes.
-
A.
Framework
"Framework" is the title of ISO/IEC 11179-1, the foundational part of the international standard that defines the overall concepts and structure for metadata registries.
-
B.
Unified Architecture Framework
The Unified Architecture Framework is a standardized enterprise architecture framework developed by the Object Management Group to support modeling, analysis, and design of complex systems and organizations.
-
C.
Application Function (AF)
The Application Function (AF) in 5G networks is a control-plane entity that provides application-level information and policies to the core network to optimize and customize service behavior.
-
D.
TAM
TAM is a prominent annual conference focused on science, skepticism, and critical thinking, originally organized by the James Randi Educational Foundation.
-
E.
TAM
TAM is the standard abbreviation used for the Tampa Tarpons, a Minor League Baseball team based in Tampa, Florida.
- F. None of above. chosen
Provenance (2 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_69e245467d9881908d6985bd0db7a1f1 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f17009ecb0819082f94505b0e2c5b8 |
completed | April 29, 2026, 2:42 a.m. |
Created at: April 17, 2026, 3:02 p.m.