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.