Triple

T18528941
Position Surface form Disambiguated ID Type / Status
Subject Taylor Otwell E452786 entity
Predicate speaksAt P10206 FINISHED
Object Laravel conferences — NE NERFINISHED

How this triple was built (3 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: Laravel conferences | Statement: [Taylor Otwell, speaksAt, Laravel conferences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Laravel conferences
Context triple: [Taylor Otwell, speaksAt, Laravel conferences]
  • A. Laravel Spark
    Laravel Spark is a commercial Laravel package that provides a ready-made SaaS application scaffolding with subscription billing, team management, and authentication features.
  • B. DrupalCon
    DrupalCon is the official global conference series for the Drupal open-source community, featuring sessions, training, and collaboration among developers, designers, and users.
  • C. Build developer conference
    Build developer conference is Microsoft's annual developer-focused event where the company unveils new technologies, tools, and platform updates for Windows, Azure, and its broader ecosystem.
  • D. Conferences
    Conferences is a foundational collection of spiritual dialogues by John Cassian that explores early Christian monastic wisdom and ascetic practice.
  • E. SymfonyWorld
    SymfonyWorld is an official global conference and community gathering focused on the Symfony PHP framework and its ecosystem.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Laravel conferences
Target entity description: Laravel conferences are community-driven events focused on the Laravel PHP framework, featuring talks, workshops, and networking for developers in the Laravel ecosystem.
  • A. Laravel Spark
    Laravel Spark is a commercial Laravel package that provides a ready-made SaaS application scaffolding with subscription billing, team management, and authentication features.
  • B. DrupalCon
    DrupalCon is the official global conference series for the Drupal open-source community, featuring sessions, training, and collaboration among developers, designers, and users.
  • C. Build developer conference
    Build developer conference is Microsoft's annual developer-focused event where the company unveils new technologies, tools, and platform updates for Windows, Azure, and its broader ecosystem.
  • D. Conferences
    Conferences is a foundational collection of spiritual dialogues by John Cassian that explores early Christian monastic wisdom and ascetic practice.
  • E. SymfonyWorld
    SymfonyWorld is an official global conference and community gathering focused on the Symfony PHP framework and its ecosystem.
  • F. None of above. chosen

Provenance (2 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_69d8d387b5548190aa030dad2cb4947e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e533fad2d081908395914d6a6b4eb1 completed April 19, 2026, 7:58 p.m.
Created at: April 10, 2026, 11:37 a.m.