Triple

T5988293
Position Surface form Disambiguated ID Type / Status
Subject 3GPP Technical Specifications E133281 entity
Predicate hasComponent P35 FINISHED
Object TS 28-series
TS 28-series is a set of 3GPP technical specifications that define operations, administration, maintenance, and management (OAM) aspects of mobile communication networks.
 E575494 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: TS 28-series | Statement: [3GPP Technical Specifications, hasComponent, TS 28-series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TS 28-series
Context triple: [3GPP Technical Specifications, hasComponent, TS 28-series]
  • A. TS 27-series
    TS 27-series is a collection of 3GPP technical specifications that define core aspects of terminal–network interfaces and related communication procedures in mobile telecommunications systems.
  • B. TS 25-series
    TS 25-series is a family of 3GPP technical specifications that define the radio access network and related technologies for the UMTS (3G) mobile communication system.
  • C. TS 21-series
    TS 21-series is a set of 3GPP technical specifications that define overall system architecture, principles, and frameworks for mobile telecommunications standards.
  • D. TS 23-series
    TS 23-series is a set of 3GPP system architecture and service-level technical specifications that define how mobile networks and their services are structured and interoperate.
  • E. TS 22-series
    TS 22-series is a set of 3GPP technical specifications that define service requirements and features for mobile telecommunications systems.
  • 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: TS 28-series
Triple: [3GPP Technical Specifications, hasComponent, TS 28-series]
Generated description
TS 28-series is a set of 3GPP technical specifications that define operations, administration, maintenance, and management (OAM) aspects of mobile communication networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TS 28-series
Target entity description: TS 28-series is a set of 3GPP technical specifications that define operations, administration, maintenance, and management (OAM) aspects of mobile communication networks.
  • A. TS 27-series
    TS 27-series is a collection of 3GPP technical specifications that define core aspects of terminal–network interfaces and related communication procedures in mobile telecommunications systems.
  • B. TS 25-series
    TS 25-series is a family of 3GPP technical specifications that define the radio access network and related technologies for the UMTS (3G) mobile communication system.
  • C. TS 21-series
    TS 21-series is a set of 3GPP technical specifications that define overall system architecture, principles, and frameworks for mobile telecommunications standards.
  • D. TS 23-series
    TS 23-series is a set of 3GPP system architecture and service-level technical specifications that define how mobile networks and their services are structured and interoperate.
  • E. TS 22-series
    TS 22-series is a set of 3GPP technical specifications that define service requirements and features for mobile telecommunications systems.
  • 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_69c0087010d081908bb8142342d63330 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04dc51d948190bacf4c40a73e91b2 completed March 22, 2026, 8:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c16e985f34819091d28debdd5a2950 completed March 23, 2026, 4:47 p.m.
NEDg Description generation batch_69c1c27875348190a9239c1bfff02c5b completed March 23, 2026, 10:45 p.m.
NED2 Entity disambiguation (via description) batch_69c1c67eeb908190abaa591db960ae9d completed March 23, 2026, 11:02 p.m.
Created at: March 22, 2026, 4:04 p.m.