Triple

T9898421
Position Surface form Disambiguated ID Type / Status
Subject ASP.NET SignalR E182230 entity
Predicate hasComponent P35 FINISHED
Object Hubs API
Hubs API is a core programming interface in ASP.NET SignalR that enables real-time communication between server-side hub classes and connected client applications.
 E827350 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: Hubs API | Statement: [ASP.NET SignalR, hasComponent, Hubs API]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hubs API
Context triple: [ASP.NET SignalR, hasComponent, Hubs API]
  • A. The Hub
    The Hub was a 19th-century American periodical associated with reformist and intellectual writing, for which civil rights advocate and author Archibald Grimké contributed.
  • B. The Hub
    The Hub was a U.S. cable television channel (later rebranded as Discovery Family) known for airing family-oriented and children’s programming, including series tied to popular toy and entertainment franchises.
  • C. The Hub
    The Hub is a prominent landmark and cultural venue in Edinburgh, Scotland, known for hosting arts and performance events, especially during the city's major festivals.
  • D. The Hub
    The Hub is a well-known nickname for Boston, Massachusetts, reflecting its historical role as a central cultural, intellectual, and political center in the United States.
  • E. The Hub
    The Hub is a secure S.H.I.E.L.D. facility featured in Marvel's Agents of S.H.I.E.L.D., serving as a major operations and logistics center for the organization.
  • 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: Hubs API
Triple: [ASP.NET SignalR, hasComponent, Hubs API]
Generated description
Hubs API is a core programming interface in ASP.NET SignalR that enables real-time communication between server-side hub classes and connected client applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hubs API
Target entity description: Hubs API is a core programming interface in ASP.NET SignalR that enables real-time communication between server-side hub classes and connected client applications.
  • A. The Hub
    The Hub was a 19th-century American periodical associated with reformist and intellectual writing, for which civil rights advocate and author Archibald Grimké contributed.
  • B. The Hub
    The Hub was a U.S. cable television channel (later rebranded as Discovery Family) known for airing family-oriented and children’s programming, including series tied to popular toy and entertainment franchises.
  • C. The Hub
    The Hub is a prominent landmark and cultural venue in Edinburgh, Scotland, known for hosting arts and performance events, especially during the city's major festivals.
  • D. The Hub
    The Hub is a well-known nickname for Boston, Massachusetts, reflecting its historical role as a central cultural, intellectual, and political center in the United States.
  • E. The Hub
    The Hub is a secure S.H.I.E.L.D. facility featured in Marvel's Agents of S.H.I.E.L.D., serving as a major operations and logistics center for the organization.
  • 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_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.