Triple

T4831755
Position Surface form Disambiguated ID Type / Status
Subject Foo Camp E107961 entity
Predicate relatedConcept P37 FINISHED
Object BarCamp
BarCamp is an open, participatory “unconference” format where attendees collaboratively set the agenda and share knowledge through informal sessions.
 E473148 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: BarCamp | Statement: [Foo Camp, relatedConcept, BarCamp]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BarCamp
Context triple: [Foo Camp, relatedConcept, BarCamp]
  • A. Foo Camp unconference
    Foo Camp unconference is an invitation-only, participant-driven technology and innovation gathering organized by O'Reilly Media that helped popularize the "unconference" format.
  • B. DrupalCamp
    DrupalCamp is a community-organized conference focused on the Drupal content management system, featuring sessions, workshops, and networking for developers, designers, and users.
  • C. Web 2.0 Summit
    The Web 2.0 Summit was a high-profile technology conference that brought together industry leaders, entrepreneurs, and investors to discuss and shape the evolution of the web and internet business.
  • D. OSCON open source convention
    OSCON (Open Source Convention) is a major annual technology conference focused on open source software, drawing developers, technologists, and business leaders for talks, tutorials, and community collaboration.
  • E. ApacheCon
    ApacheCon is the official conference of the Apache Software Foundation, focused on open-source software projects and the Apache community.
  • 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: BarCamp
Triple: [Foo Camp, relatedConcept, BarCamp]
Generated description
BarCamp is an open, participatory “unconference” format where attendees collaboratively set the agenda and share knowledge through informal sessions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BarCamp
Target entity description: BarCamp is an open, participatory “unconference” format where attendees collaboratively set the agenda and share knowledge through informal sessions.
  • A. Foo Camp unconference
    Foo Camp unconference is an invitation-only, participant-driven technology and innovation gathering organized by O'Reilly Media that helped popularize the "unconference" format.
  • B. DrupalCamp
    DrupalCamp is a community-organized conference focused on the Drupal content management system, featuring sessions, workshops, and networking for developers, designers, and users.
  • C. Web 2.0 Summit
    The Web 2.0 Summit was a high-profile technology conference that brought together industry leaders, entrepreneurs, and investors to discuss and shape the evolution of the web and internet business.
  • D. OSCON open source convention
    OSCON (Open Source Convention) is a major annual technology conference focused on open source software, drawing developers, technologists, and business leaders for talks, tutorials, and community collaboration.
  • E. ApacheCon
    ApacheCon is the official conference of the Apache Software Foundation, focused on open-source software projects and the Apache community.
  • 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_69bd43fac8188190803f0327190621e4 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6cc924e08190b03a7541c629aff9 completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4dd4224c8190be7568bb611f81a3 completed March 21, 2026, 7:50 a.m.
NEDg Description generation batch_69be51438c5881909f7456cdc3a60d98 completed March 21, 2026, 8:05 a.m.
NED2 Entity disambiguation (via description) batch_69be51a03f4c8190b04f0d3fe6486c24 completed March 21, 2026, 8:06 a.m.
Created at: March 20, 2026, 1:24 p.m.