Triple

T9898420
Position Surface form Disambiguated ID Type / Status
Subject ASP.NET SignalR E182230 entity
Predicate usesProtocol P203 FINISHED
Object SignalR protocol
SignalR protocol is a real-time communication protocol that enables persistent, bi-directional connections between clients and servers, typically used to support live updates in web applications.
E182230 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: SignalR protocol | Statement: [ASP.NET SignalR, usesProtocol, SignalR protocol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: SignalR protocol
Context triple: [ASP.NET SignalR, usesProtocol, SignalR protocol]
  • A. ASP.NET SignalR
    ASP.NET SignalR is a library for ASP.NET that simplifies adding real-time web functionality, enabling server-side code to push content instantly to connected clients over technologies like WebSockets.
  • B. Socket.io
    Socket.io is a JavaScript library that enables real-time, bidirectional, event-based communication between web clients and servers over WebSockets and fallback transports.
  • C. 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.
  • D. Action Cable
    Action Cable is the Ruby on Rails framework component that enables real-time, WebSocket-based features to be integrated into Rails applications.
  • E. RPC over HTTP
    RPC over HTTP is a Microsoft protocol that allows Remote Procedure Call traffic to be tunneled over HTTP or HTTPS, enabling secure access to services like Exchange over the internet without a traditional VPN.
  • 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: SignalR protocol
Triple: [ASP.NET SignalR, usesProtocol, SignalR protocol]
Generated description
SignalR protocol is a real-time communication protocol that enables persistent, bi-directional connections between clients and servers, typically used to support live updates in web applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: SignalR protocol
Target entity description: SignalR protocol is a real-time communication protocol that enables persistent, bi-directional connections between clients and servers, typically used to support live updates in web applications.
  • A. ASP.NET SignalR chosen
    ASP.NET SignalR is a library for ASP.NET that simplifies adding real-time web functionality, enabling server-side code to push content instantly to connected clients over technologies like WebSockets.
  • B. Socket.io
    Socket.io is a JavaScript library that enables real-time, bidirectional, event-based communication between web clients and servers over WebSockets and fallback transports.
  • C. 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.
  • D. Action Cable
    Action Cable is the Ruby on Rails framework component that enables real-time, WebSocket-based features to be integrated into Rails applications.
  • E. RPC over HTTP
    RPC over HTTP is a Microsoft protocol that allows Remote Procedure Call traffic to be tunneled over HTTP or HTTPS, enabling secure access to services like Exchange over the internet without a traditional VPN.
  • F. None of above.

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_69ca82876f8081909cf75df0f99bb13f completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cdb4ac27d88190b8255f7e616f95c9 completed April 2, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1eb17ed548190a2510a667dd988ca completed April 5, 2026, 4:54 a.m.
NEDg Description generation batch_69d1ebca75a08190a298e8fa322ebcfc completed April 5, 2026, 4:57 a.m.
NED2 Entity disambiguation (via description) batch_69d1ec19045c81909aa23c971454b3a5 completed April 5, 2026, 4:59 a.m.
Created at: March 30, 2026, 8:40 p.m.