Triple

T920744
Position Surface form Disambiguated ID Type / Status
Subject O'Reilly Media E19876 entity
Predicate notableFor P22 FINISHED
Object Velocity web performance conferences
Velocity web performance conferences are a series of industry events focused on web performance, scalability, and operations for developers and IT professionals.
E107963 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: Velocity web performance conferences | Statement: [O'Reilly Media, notableFor, Velocity web performance conferences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Velocity web performance conferences
Context triple: [O'Reilly Media, notableFor, Velocity web performance conferences]
  • A. ACM Web Science Conference
    The ACM Web Science Conference is an interdisciplinary academic conference that explores the complex interactions between the Web’s technical infrastructure and its social, economic, and political impacts.
  • B. Power conferences
    Power conferences are the elite group of major college football conferences in the NCAA Division I Football Bowl Subdivision that dominate top-level competition, revenue, and media attention.
  • C. ACM International Conference on Web Engineering
    The ACM International Conference on Web Engineering is a leading annual research conference focused on the design, development, and evaluation of web-based systems and applications.
  • D. VAST
    VAST (Video Ad Serving Template) is an industry-standard XML-based specification that defines how video ads are served and tracked across different video players and ad servers.
  • E. Progressive Web Apps
    Progressive Web Apps are web applications enhanced with modern browser capabilities to provide app-like experiences, including offline use, installation, and push notifications, across multiple platforms.
  • 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: Velocity web performance conferences
Triple: [O'Reilly Media, notableFor, Velocity web performance conferences]
Generated description
Velocity web performance conferences are a series of industry events focused on web performance, scalability, and operations for developers and IT professionals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Velocity web performance conferences
Target entity description: Velocity web performance conferences are a series of industry events focused on web performance, scalability, and operations for developers and IT professionals.
  • A. ACM Web Science Conference
    The ACM Web Science Conference is an interdisciplinary academic conference that explores the complex interactions between the Web’s technical infrastructure and its social, economic, and political impacts.
  • B. Power conferences
    Power conferences are the elite group of major college football conferences in the NCAA Division I Football Bowl Subdivision that dominate top-level competition, revenue, and media attention.
  • C. ACM International Conference on Web Engineering
    The ACM International Conference on Web Engineering is a leading annual research conference focused on the design, development, and evaluation of web-based systems and applications.
  • D. VAST
    VAST (Video Ad Serving Template) is an industry-standard XML-based specification that defines how video ads are served and tracked across different video players and ad servers.
  • E. Progressive Web Apps
    Progressive Web Apps are web applications enhanced with modern browser capabilities to provide app-like experiences, including offline use, installation, and push notifications, across multiple platforms.
  • 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_69a493a099788190a696d9d8408cbaf4 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b3120dbc81908362158fe3ffa889 completed March 1, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7cf6486d88190b53cd743b08eef33 completed March 4, 2026, 6:21 a.m.
NEDg Description generation batch_69a7d02d9d308190a9e950ae034b2ec5 completed March 4, 2026, 6:24 a.m.
NED2 Entity disambiguation (via description) batch_69a7d0aac93481908ffc2141d668e9d2 completed March 4, 2026, 6:26 a.m.
Created at: March 1, 2026, 7:40 p.m.