Triple

T22331673
Position Surface form Disambiguated ID Type / Status
Subject 3GPP TS 28-series E552036 entity
Predicate includes P1393 FINISHED
Object 3GPP TS 28.004 — 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 28.004 | Statement: [3GPP TS 28-series, includes, 3GPP TS 28.004]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 28.004
Context triple: [3GPP TS 28-series, includes, 3GPP TS 28.004]
  • A. 3GPP TS 28.002
    3GPP TS 28.002 is a technical specification that defines the principles and high-level architecture for telecommunications management within 3GPP networks.
  • B. 3GPP TS 28.050
    3GPP TS 28.050 is a technical specification within the 3GPP 28-series that defines aspects of telecommunications network management and operations for mobile communication systems.
  • C. 3GPP TS 28.500
    3GPP TS 28.500 is a technical specification defining management and orchestration aspects of 5G networks within the 3GPP 28-series standards.
  • D. 3GPP TS 28.541
    3GPP TS 28.541 is a 3rd Generation Partnership Project technical specification that defines management and orchestration aspects of 5G network slicing, including the lifecycle and operations of Network Slice Instances.
  • E. 3GPP TS 23.040
    3GPP TS 23.040 is a 3rd Generation Partnership Project technical specification that defines the technical architecture, protocols, and procedures for Short Message Service (SMS) in mobile 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 28.004
Target entity description: 3GPP TS 28.004 is a technical specification within the 3GPP 28-series that defines operations, administration, and maintenance (OAM) aspects for mobile telecommunications networks.
  • A. 3GPP TS 28.002
    3GPP TS 28.002 is a technical specification that defines the principles and high-level architecture for telecommunications management within 3GPP networks.
  • B. 3GPP TS 28.050
    3GPP TS 28.050 is a technical specification within the 3GPP 28-series that defines aspects of telecommunications network management and operations for mobile communication systems.
  • C. 3GPP TS 28.500
    3GPP TS 28.500 is a technical specification defining management and orchestration aspects of 5G networks within the 3GPP 28-series standards.
  • D. 3GPP TS 28.541
    3GPP TS 28.541 is a 3rd Generation Partnership Project technical specification that defines management and orchestration aspects of 5G network slicing, including the lifecycle and operations of Network Slice Instances.
  • E. 3GPP TS 23.040
    3GPP TS 23.040 is a 3rd Generation Partnership Project technical specification that defines the technical architecture, protocols, and procedures for Short Message Service (SMS) in mobile 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_69e11e482f788190b78d1588fc26d606 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f1577b555c8190ac61c026ee7dfb2b completed April 29, 2026, 12:57 a.m.
Created at: April 16, 2026, 8:43 p.m.