Triple

T18528925
Position Surface form Disambiguated ID Type / Status
Subject Taylor Otwell E452786 entity
Predicate founded P104 FINISHED
Object Laravel LLC — 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 LLC | Statement: [Taylor Otwell, founded, Laravel LLC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Laravel LLC
Context triple: [Taylor Otwell, founded, Laravel LLC]
  • A. LLC
    An LLC (Limited Liability Company) is a flexible business structure that combines the limited liability protection of a corporation with the pass-through taxation and operational simplicity of a partnership or sole proprietorship.
  • B. Loon LLC
    Loon LLC was an Alphabet Inc. subsidiary focused on providing internet connectivity via high-altitude balloons in the stratosphere.
  • C. Cinovation Studios
    Cinovation Studios is a special effects and makeup company known for its innovative creature and prosthetic work in film and television, founded by renowned makeup artist Rick Baker.
  • D. Cadabra, Inc.
    Cadabra, Inc. was the original name of the company that later became Amazon, the multinational e-commerce and technology giant founded by Jeff Bezos.
  • E. Triliteral, LLC
    Triliteral, LLC is a book distribution and fulfillment company that provides warehousing, order processing, and shipping services for academic and scholarly publishers.
  • 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 LLC
Target entity description: Laravel LLC is the company behind the Laravel PHP web application framework, responsible for its development, stewardship, and ecosystem.
  • A. LLC
    An LLC (Limited Liability Company) is a flexible business structure that combines the limited liability protection of a corporation with the pass-through taxation and operational simplicity of a partnership or sole proprietorship.
  • B. Loon LLC
    Loon LLC was an Alphabet Inc. subsidiary focused on providing internet connectivity via high-altitude balloons in the stratosphere.
  • C. Cinovation Studios
    Cinovation Studios is a special effects and makeup company known for its innovative creature and prosthetic work in film and television, founded by renowned makeup artist Rick Baker.
  • D. Cadabra, Inc.
    Cadabra, Inc. was the original name of the company that later became Amazon, the multinational e-commerce and technology giant founded by Jeff Bezos.
  • E. Triliteral, LLC
    Triliteral, LLC is a book distribution and fulfillment company that provides warehousing, order processing, and shipping services for academic and scholarly publishers.
  • 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.