Triple

T22062885
Position Surface form Disambiguated ID Type / Status
Subject CHF E545195 entity
Predicate usesSpecification P5374 FINISHED
Object 3GPP TS 32.297 — 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: 3GPP TS 32.297 | Statement: [CHF, usesSpecification, 3GPP TS 32.297]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 32.297
Context triple: [CHF, usesSpecification, 3GPP TS 32.297]
  • A. 3GPP TS 32.299
    3GPP TS 32.299 is a 3rd Generation Partnership Project technical specification that defines the Diameter-based charging interfaces and protocols used for offline and online charging in mobile networks.
  • B. 3GPP TS 32.290
    3GPP TS 32.290 is a 3rd Generation Partnership Project technical specification that defines charging data and interfaces for telecommunications networks, particularly for converged charging functions.
  • C. 3GPP TS 32.296
    3GPP TS 32.296 is a 3rd Generation Partnership Project technical specification that defines charging and related management procedures for telecommunications networks.
  • D. 3GPP TS 32.295
    3GPP TS 32.295 is a technical specification defining aspects of network management and operations within the 3GPP telecommunications standards framework.
  • E. 3GPP TS 32.291
    3GPP TS 32.291 is a 3rd Generation Partnership Project technical specification that defines charging management and related interfaces for mobile telecommunications networks.
  • 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: 3GPP TS 32.297
Target entity description: 3GPP TS 32.297 is a 3rd Generation Partnership Project technical specification that defines charging and billing-related interfaces and procedures used in telecommunications networks.
  • A. 3GPP TS 32.299
    3GPP TS 32.299 is a 3rd Generation Partnership Project technical specification that defines the Diameter-based charging interfaces and protocols used for offline and online charging in mobile networks.
  • B. 3GPP TS 32.290
    3GPP TS 32.290 is a 3rd Generation Partnership Project technical specification that defines charging data and interfaces for telecommunications networks, particularly for converged charging functions.
  • C. 3GPP TS 32.296
    3GPP TS 32.296 is a 3rd Generation Partnership Project technical specification that defines charging and related management procedures for telecommunications networks.
  • D. 3GPP TS 32.295
    3GPP TS 32.295 is a technical specification defining aspects of network management and operations within the 3GPP telecommunications standards framework.
  • E. 3GPP TS 32.291
    3GPP TS 32.291 is a 3rd Generation Partnership Project technical specification that defines charging management and related interfaces for mobile telecommunications networks.
  • 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_69e11e3377c48190890c17407b9527d6 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1285e8c688190b701e417893cc148 completed April 28, 2026, 9:36 p.m.
Created at: April 16, 2026, 8:27 p.m.