Triple

T22331682
Position Surface form Disambiguated ID Type / Status
Subject 3GPP TS 28-series E552036 entity
Predicate includes P1393 FINISHED
Object 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.
 E1531876 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: 3GPP TS 28.500 | Statement: [3GPP TS 28-series, includes, 3GPP TS 28.500]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 28.500
Context triple: [3GPP TS 28-series, includes, 3GPP TS 28.500]
  • A. 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.
  • B. 3GPP TS 28.530
    3GPP TS 28.530 is a 3GPP technical specification that defines management and orchestration aspects of 5G network slicing, including the lifecycle and configuration of network slice instances.
  • C. 3GPP TS 29.500
    3GPP TS 29.500 is a technical specification that defines the 5G Core Network Service-Based Architecture (SBA) principles and related control-plane interfaces within the 3GPP 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 28.531
    3GPP TS 28.531 is a 3GPP technical specification that defines management and orchestration aspects of 5G network slicing, including the lifecycle and operations of Network Slice Instances.
  • 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: 3GPP TS 28.500
Triple: [3GPP TS 28-series, includes, 3GPP TS 28.500]
Generated description
3GPP TS 28.500 is a technical specification defining management and orchestration aspects of 5G networks within the 3GPP 28-series standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: 3GPP TS 28.500
Target entity description: 3GPP TS 28.500 is a technical specification defining management and orchestration aspects of 5G networks within the 3GPP 28-series standards.
  • A. 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.
  • B. 3GPP TS 28.530
    3GPP TS 28.530 is a 3GPP technical specification that defines management and orchestration aspects of 5G network slicing, including the lifecycle and configuration of network slice instances.
  • C. 3GPP TS 29.500
    3GPP TS 29.500 is a technical specification that defines the 5G Core Network Service-Based Architecture (SBA) principles and related control-plane interfaces within the 3GPP 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 28.531
    3GPP TS 28.531 is a 3GPP technical specification that defines management and orchestration aspects of 5G network slicing, including the lifecycle and operations of Network Slice Instances.
  • 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_69e11e482f788190b78d1588fc26d606 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f1577b555c8190ac61c026ee7dfb2b completed April 29, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ae05458e88190941ac539297867fc completed May 18, 2026, 9:48 a.m.
NEDg Description generation batch_6a0ae1556010819099f891c6af11a2d5 completed May 18, 2026, 9:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0ae1cb8d908190937609e2bd554036 completed May 18, 2026, 9:54 a.m.
Created at: April 16, 2026, 8:43 p.m.