Triple
T6970279
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Unified Payments Interface |
E161581
|
entity |
| Predicate | supportsChannel |
P8080
|
FINISHED |
| Object |
USSD
USSD (Unstructured Supplementary Service Data) is a real-time, session-based communication protocol used by mobile phones to interact with a service provider’s computers, commonly enabling menu-driven services like banking and balance checks without requiring internet access.
|
E633197
|
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: USSD | Statement: [Unified Payments Interface, supportsChannel, USSD]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USSD Context triple: [Unified Payments Interface, supportsChannel, USSD]
-
A.
SIM
SIM (Subscriber Identity Module) is a secure smart card or embedded chip used in mobile devices to store subscriber credentials and enable authentication and access to cellular networks.
-
B.
SIM
SIM is the commonly used abbreviation for the Science and Industry Museum in Manchester, a major UK museum dedicated to the history and impact of science, technology, and industry.
-
C.
SIM
SIM is the vehicle registration code used on license plates for vehicles registered in the Simmern region of Germany.
-
D.
Short Message Service Centre
The Short Message Service Centre (SMSC) is a network element that stores, forwards, converts, and delivers SMS text messages between mobile devices and other messaging systems.
-
E.
OTP
OTP (Open Telecom Platform) is a collection of Erlang libraries and design principles for building scalable, fault-tolerant, concurrent systems.
- 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: USSD Triple: [Unified Payments Interface, supportsChannel, USSD]
Generated description
USSD (Unstructured Supplementary Service Data) is a real-time, session-based communication protocol used by mobile phones to interact with a service provider’s computers, commonly enabling menu-driven services like banking and balance checks without requiring internet access.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USSD Target entity description: USSD (Unstructured Supplementary Service Data) is a real-time, session-based communication protocol used by mobile phones to interact with a service provider’s computers, commonly enabling menu-driven services like banking and balance checks without requiring internet access.
-
A.
SIM
SIM (Subscriber Identity Module) is a secure smart card or embedded chip used in mobile devices to store subscriber credentials and enable authentication and access to cellular networks.
-
B.
SIM
SIM is the commonly used abbreviation for the Science and Industry Museum in Manchester, a major UK museum dedicated to the history and impact of science, technology, and industry.
-
C.
SIM
SIM is the vehicle registration code used on license plates for vehicles registered in the Simmern region of Germany.
-
D.
Short Message Service Centre
The Short Message Service Centre (SMSC) is a network element that stores, forwards, converts, and delivers SMS text messages between mobile devices and other messaging systems.
-
E.
OTP
OTP (Open Telecom Platform) is a collection of Erlang libraries and design principles for building scalable, fault-tolerant, concurrent systems.
- 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_69c68854a0d88190bc0bf82263f1afce |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db1649288190a52c7dab57b3c7dc |
completed | March 27, 2026, 7:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7619ebab88190916e3d68068ed71d |
completed | March 28, 2026, 5:05 a.m. |
| NEDg | Description generation | batch_69c7630440508190a66f218fd912d732 |
completed | March 28, 2026, 5:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7639747b88190b3429817d53c5703 |
completed | March 28, 2026, 5:13 a.m. |
Created at: March 27, 2026, 2:30 p.m.