Triple

T22631657
Position Surface form Disambiguated ID Type / Status
Subject TM Forum E558568 entity
Predicate hasStandard P1371 FINISHED
Object Frameworx
Frameworx is TM Forum’s integrated suite of standards and best practices that provides a common framework for designing, managing, and integrating telecommunications and digital service provider operations.
 E1545545 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: Frameworx | Statement: [TM Forum, hasStandard, Frameworx]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frameworx
Context triple: [TM Forum, hasStandard, Frameworx]
  • A. Paradigm
    Paradigm is a film featuring actress Anne Archer in its cast.
  • B. Phact
    Phact is the brightest star in the southern constellation Columba, notable as a blue-white giant visible to the naked eye.
  • C. Fulcrum
    Fulcrum is a large-scale, site-specific steel sculpture by American artist Richard Serra, known for its towering, leaning plates that dramatically alter viewers’ perception of space.
  • D. Fulcrum
    Fulcrum is the NATO reporting name for the Soviet-designed Mikoyan MiG-29, a highly maneuverable fourth-generation multirole fighter aircraft.
  • E. Fulcrum
    Fulcrum is the secret codename used by various rebel informants and operatives, most notably Ahsoka Tano, who aid the early Rebel Alliance in the Star Wars universe.
  • 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: Frameworx
Triple: [TM Forum, hasStandard, Frameworx]
Generated description
Frameworx is TM Forum’s integrated suite of standards and best practices that provides a common framework for designing, managing, and integrating telecommunications and digital service provider operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frameworx
Target entity description: Frameworx is TM Forum’s integrated suite of standards and best practices that provides a common framework for designing, managing, and integrating telecommunications and digital service provider operations.
  • A. Paradigm
    Paradigm is a film featuring actress Anne Archer in its cast.
  • B. Phact
    Phact is the brightest star in the southern constellation Columba, notable as a blue-white giant visible to the naked eye.
  • C. Fulcrum
    Fulcrum is a large-scale, site-specific steel sculpture by American artist Richard Serra, known for its towering, leaning plates that dramatically alter viewers’ perception of space.
  • D. Fulcrum
    Fulcrum is the NATO reporting name for the Soviet-designed Mikoyan MiG-29, a highly maneuverable fourth-generation multirole fighter aircraft.
  • E. Fulcrum
    Fulcrum is the secret codename used by various rebel informants and operatives, most notably Ahsoka Tano, who aid the early Rebel Alliance in the Star Wars universe.
  • 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_69e245467d9881908d6985bd0db7a1f1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f17009ecb0819082f94505b0e2c5b8 completed April 29, 2026, 2:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4e0b2dd081909b063c50b18579c4 completed May 18, 2026, 5:36 p.m.
NEDg Description generation batch_6a0b4ed997448190a6fe89160ccc223b completed May 18, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_6a0b4f8600448190a726d0fe91e17cff completed May 18, 2026, 5:42 p.m.
Created at: April 17, 2026, 3:02 p.m.