Triple

T5988303
Position Surface form Disambiguated ID Type / Status
Subject 3GPP Technical Specifications E133281 entity
Predicate hasComponent P35 FINISHED
Object TS 38-series
TS 38-series is the family of 3GPP technical specifications that define the 5G New Radio (NR) radio access technology and its related protocols and procedures.
 E563829 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 38-series | Statement: [3GPP Technical Specifications, hasComponent, TS 38-series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TS 38-series
Context triple: [3GPP Technical Specifications, hasComponent, TS 38-series]
  • A. 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.
  • B. IMT-2000 family
    The IMT-2000 family is the ITU-defined global standard framework for third-generation (3G) mobile communication systems, encompassing multiple technologies such as UMTS and CDMA2000.
  • C. NS 2004 series
    The NS 2004 series is a type of electric multiple-unit rolling stock used on the Santiago Metro system in Chile.
  • D. Nokia Eseries
    Nokia Eseries is a line of Nokia smartphones focused on business and enterprise users, featuring productivity tools, robust email support, and QWERTY keyboards on many models.
  • E. 3GPP TS 28-series
    The 3GPP TS 28-series is a set of technical specifications that define the operations, administration, and maintenance (OAM) and management aspects of 3GPP mobile networks.
  • 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 38-series
Triple: [3GPP Technical Specifications, hasComponent, TS 38-series]
Generated description
TS 38-series is the family of 3GPP technical specifications that define the 5G New Radio (NR) radio access technology and its related protocols and procedures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TS 38-series
Target entity description: TS 38-series is the family of 3GPP technical specifications that define the 5G New Radio (NR) radio access technology and its related protocols and procedures.
  • A. 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.
  • B. IMT-2000 family
    The IMT-2000 family is the ITU-defined global standard framework for third-generation (3G) mobile communication systems, encompassing multiple technologies such as UMTS and CDMA2000.
  • C. NS 2004 series
    The NS 2004 series is a type of electric multiple-unit rolling stock used on the Santiago Metro system in Chile.
  • D. Nokia Eseries
    Nokia Eseries is a line of Nokia smartphones focused on business and enterprise users, featuring productivity tools, robust email support, and QWERTY keyboards on many models.
  • E. 3GPP TS 28-series
    The 3GPP TS 28-series is a set of technical specifications that define the operations, administration, and maintenance (OAM) and management aspects of 3GPP mobile networks.
  • 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_69c1135e653481909869094063d31605 completed March 23, 2026, 10:18 a.m.
NEDg Description generation batch_69c113efd9d88190a1ee7bbed4863a11 completed March 23, 2026, 10:20 a.m.
NED2 Entity disambiguation (via description) batch_69c1146097a88190bdd0345da094607e completed March 23, 2026, 10:22 a.m.
Created at: March 22, 2026, 4:04 p.m.