Triple

T22604565
Position Surface form Disambiguated ID Type / Status
Subject Frequency Division Multiple Access E566520 entity
Predicate contrastsWith P278 FINISHED
Object Code Division Multiple Access — NE NERFINISHED

How this triple was built (2 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: Code Division Multiple Access | Statement: [Frequency Division Multiple Access, contrastsWith, Code Division Multiple Access]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Code Division Multiple Access
Context triple: [Frequency Division Multiple Access, contrastsWith, Code Division Multiple Access]
  • A. Code Division Multiple Access chosen
    Code Division Multiple Access (CDMA) is a digital cellular technology that allows multiple users to share the same frequency band simultaneously by assigning unique codes to each user’s signal.
  • B. Time Division Multiple Access
    Time Division Multiple Access (TDMA) is a channel access method that divides a communication medium into time slots so multiple users can share the same frequency without interference.
  • C. Time Division Synchronous Code Division Multiple Access
    Time Division Synchronous Code Division Multiple Access is a 3G mobile telecommunications standard developed and primarily used in China that combines time-division and code-division techniques to improve spectrum efficiency and support high data rates.
  • D. Frequency Division Multiple Access
    Frequency Division Multiple Access (FDMA) is a channel access method in which the available bandwidth is divided into distinct frequency bands so multiple users can transmit simultaneously on different frequencies.
  • E. Time Division Duplex
    Time Division Duplex is a wireless communication method that uses a single frequency band for both uplink and downlink by separating them in time rather than frequency.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e245884860819081046ce07d5872c4 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1626fad6881909895cc8c0af62f0d completed April 29, 2026, 1:44 a.m.
Created at: April 17, 2026, 2:52 p.m.