Triple

T2225470
Position Surface form Disambiguated ID Type / Status
Subject MMIC E48637 entity
Predicate applicationDomain P1248 FINISHED
Object RF engineering
RF engineering is the field of electrical engineering focused on the design, analysis, and application of circuits and systems that operate using radio frequency signals.
 E246072 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: RF engineering | Statement: [MMIC, applicationDomain, RF engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: RF engineering
Context triple: [MMIC, applicationDomain, RF engineering]
  • A. RF
    RF was the squadron code used to identify No. 303 Polish Fighter Squadron, a renowned Polish unit that fought alongside the Royal Air Force during World War II.
  • B. Electronics and Communication Engineering
    Electronics and Communication Engineering is an engineering discipline that focuses on the design, development, and application of electronic devices, circuits, and communication systems for transmitting and processing information.
  • C. School of Telecommunications Engineering
    The School of Telecommunications Engineering is a specialized faculty of the Polytechnic University of Madrid focused on education and research in telecommunications and related technologies.
  • D. RAEng
    RAEng is the commonly used abbreviation for the Royal Academy of Engineering, the United Kingdom’s national academy for engineering and technology.
  • E. .rf
    .rf is the Cyrillic country-code top-level domain representing the Russian Federation on the internet.
  • 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: RF engineering
Triple: [MMIC, applicationDomain, RF engineering]
Generated description
RF engineering is the field of electrical engineering focused on the design, analysis, and application of circuits and systems that operate using radio frequency signals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: RF engineering
Target entity description: RF engineering is the field of electrical engineering focused on the design, analysis, and application of circuits and systems that operate using radio frequency signals.
  • A. RF
    RF was the squadron code used to identify No. 303 Polish Fighter Squadron, a renowned Polish unit that fought alongside the Royal Air Force during World War II.
  • B. Electronics and Communication Engineering
    Electronics and Communication Engineering is an engineering discipline that focuses on the design, development, and application of electronic devices, circuits, and communication systems for transmitting and processing information.
  • C. School of Telecommunications Engineering
    The School of Telecommunications Engineering is a specialized faculty of the Polytechnic University of Madrid focused on education and research in telecommunications and related technologies.
  • D. RAEng
    RAEng is the commonly used abbreviation for the Royal Academy of Engineering, the United Kingdom’s national academy for engineering and technology.
  • E. .rf
    .rf is the Cyrillic country-code top-level domain representing the Russian Federation on the internet.
  • 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_69a88aa51b388190949868ec9766e587 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc03ffcbc8190a27e32af831c7be5 completed March 7, 2026, 6:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6565513081908b1117d16c375aec completed March 9, 2026, 6:15 a.m.
NEDg Description generation batch_69ae67387ce08190aca43fdf949e98b2 completed March 9, 2026, 6:22 a.m.
NED2 Entity disambiguation (via description) batch_69ae679aa46c8190a7431f661f65580b completed March 9, 2026, 6:24 a.m.
Created at: March 4, 2026, 7:47 p.m.