Triple
T4276727
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Uvicorn |
E97061
|
entity |
| Predicate | usesLibrary |
P4791
|
FINISHED |
| Object |
websockets (Python websockets library)
websockets is a Python library for building asynchronous WebSocket clients and servers, providing a simple, asyncio-based API for real-time, bidirectional communication over the WebSocket protocol.
|
E426654
|
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: websockets (Python websockets library) | Statement: [Uvicorn, usesLibrary, websockets (Python websockets library)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: websockets (Python websockets library) Context triple: [Uvicorn, usesLibrary, websockets (Python websockets library)]
-
A.
WebSockets Standard
The WebSockets Standard is a web technology specification that enables full-duplex, real-time communication between web browsers and servers over a single, long-lived connection.
-
B.
WebRTC
WebRTC is an open web technology that enables real-time audio, video, and data communication directly between browsers and devices without requiring plugins.
-
C.
Messages for Web
Messages for Web is the browser-based interface that lets users send and receive SMS and RCS messages from their computer using Google Messages on their phone.
-
D.
Web workers
Web workers are a web platform feature that enable running JavaScript in background threads separate from the main UI thread to perform computationally intensive or asynchronous tasks without blocking user interactions.
-
E.
MQTT
MQTT is a lightweight, publish-subscribe messaging protocol commonly used for reliable communication in IoT and constrained network environments.
- 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: websockets (Python websockets library) Triple: [Uvicorn, usesLibrary, websockets (Python websockets library)]
Generated description
websockets is a Python library for building asynchronous WebSocket clients and servers, providing a simple, asyncio-based API for real-time, bidirectional communication over the WebSocket protocol.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: websockets (Python websockets library) Target entity description: websockets is a Python library for building asynchronous WebSocket clients and servers, providing a simple, asyncio-based API for real-time, bidirectional communication over the WebSocket protocol.
-
A.
WebSockets Standard
The WebSockets Standard is a web technology specification that enables full-duplex, real-time communication between web browsers and servers over a single, long-lived connection.
-
B.
WebRTC
WebRTC is an open web technology that enables real-time audio, video, and data communication directly between browsers and devices without requiring plugins.
-
C.
Messages for Web
Messages for Web is the browser-based interface that lets users send and receive SMS and RCS messages from their computer using Google Messages on their phone.
-
D.
Web workers
Web workers are a web platform feature that enable running JavaScript in background threads separate from the main UI thread to perform computationally intensive or asynchronous tasks without blocking user interactions.
-
E.
MQTT
MQTT is a lightweight, publish-subscribe messaging protocol commonly used for reliable communication in IoT and constrained network environments.
- 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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3501d677481909e7416a1d2b0008c |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7b3b52c8190ae7c05448faf5558 |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5b95083088190b0c993fa2fbc954c |
completed | March 14, 2026, 7:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b9b8afcc8190822cfd560d064590 |
completed | March 14, 2026, 7:40 p.m. |
Created at: March 12, 2026, 11:07 p.m.