Triple

T1180316
Position Surface form Disambiguated ID Type / Status
Subject GPON E25120 entity
Predicate multiplexingMethod P23649 FINISHED
Object 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.
E134574 NE FINISHED

How this triple was built (5 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: Time Division Multiple Access | Statement: [GPON, multiplexingMethod, Time Division Multiple Access]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Time Division Multiple Access
Context triple: [GPON, multiplexingMethod, Time Division Multiple Access]
  • A. Time-Sensitive Networking
    Time-Sensitive Networking is a set of IEEE 802 Ethernet standards that enable deterministic, low-latency, and highly reliable communication for real-time applications such as industrial automation, automotive, and professional audio/video.
  • B. CSMA
    CSMA is the Committee on the Status of Minorities in Astronomy, a group within the astronomical community dedicated to promoting equity, inclusion, and the advancement of underrepresented minorities in the field.
  • C. Real-time Transport Control Protocol
    Real-time Transport Control Protocol (RTCP) is a companion protocol to RTP that provides out-of-band control, quality-of-service feedback, and synchronization for real-time audio and video streams over IP networks.
  • D. Bell System Technical Journal
    Bell System Technical Journal was a prominent research journal of Bell Labs known for publishing foundational works in telecommunications and information theory.
  • E. Commission C – Radio-communication Systems and Signal Processing
    Commission C – Radio-communication Systems and Signal Processing is a specialized body within the International Union of Radio Science that focuses on research and standards related to radio-communication technologies and signal processing methods.
  • 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: Time Division Multiple Access
Triple: [GPON, multiplexingMethod, Time Division Multiple Access]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Time Division Multiple Access
Target entity description: 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.
  • A. Time-Sensitive Networking
    Time-Sensitive Networking is a set of IEEE 802 Ethernet standards that enable deterministic, low-latency, and highly reliable communication for real-time applications such as industrial automation, automotive, and professional audio/video.
  • B. CSMA
    CSMA is the Committee on the Status of Minorities in Astronomy, a group within the astronomical community dedicated to promoting equity, inclusion, and the advancement of underrepresented minorities in the field.
  • C. Real-time Transport Control Protocol
    Real-time Transport Control Protocol (RTCP) is a companion protocol to RTP that provides out-of-band control, quality-of-service feedback, and synchronization for real-time audio and video streams over IP networks.
  • D. Bell System Technical Journal
    Bell System Technical Journal was a prominent research journal of Bell Labs known for publishing foundational works in telecommunications and information theory.
  • E. Commission C – Radio-communication Systems and Signal Processing
    Commission C – Radio-communication Systems and Signal Processing is a specialized body within the International Union of Radio Science that focuses on research and standards related to radio-communication technologies and signal processing methods.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: multiplexingMethod
Context triple: [GPON, multiplexingMethod, Time Division Multiple Access]
  • A. duplexMode
    Indicates whether a communication link or device operates in half-duplex or full-duplex mode, defining if data can flow in one or both directions simultaneously.
  • B. multipleAccessSchemeUplink chosen
    Indicates that the uplink communication uses multiple access schemes to allow multiple users or signals to share the same transmission resources.
  • C. duplexModeInOriginalSpec
    Indicates that the duplex (two-sided operation) mode is defined according to the original specification.
  • D. multipleAccessSchemeDownlink
    Indicates that the downlink transmission uses more than one access scheme simultaneously or in combination.
  • E. propagationMethod
    Indicates the means or mechanism by which something spreads, reproduces, or is transmitted from one entity or location to another.
  • F. None of above.

Provenance (6 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_69a494267b4c819088c97a59182bf56a completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd53e4b48190abb2167f8074a6bc completed March 1, 2026, 10:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac6f1f1c188190a96f5718c4e7d59d completed March 7, 2026, 6:31 p.m.
NEDg Description generation batch_69ac6f9c0da48190b8d5615ba582366c completed March 7, 2026, 6:34 p.m.
NED2 Entity disambiguation (via description) batch_69ac7009b52c8190a6f6962cf60de92d completed March 7, 2026, 6:35 p.m.
PD Predicate disambiguation batch_69a4bb5844348190b01ac6506906ba3b completed March 1, 2026, 10:19 p.m.
Created at: March 1, 2026, 7:45 p.m.