Triple

T4555283
Position Surface form Disambiguated ID Type / Status
Subject Laravel E120464 entity
Predicate CLI P25602 FINISHED
Object Artisan
Artisan is Laravel’s command-line interface tool that streamlines common development tasks such as scaffolding code, running migrations, and managing the application.
E452788 NE FINISHED

How this triple was built (5 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: Artisan | Statement: [Laravel, CLI, Artisan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Artisan
Context triple: [Laravel, CLI, Artisan]
  • A. Artisan
    Artisan is a boutique publishing imprint of Hachette Book Group known for high-quality, visually driven books on topics like cooking, design, and lifestyle.
  • B. Carpenter
    Carpenter is an occupational surname originally referring to someone who works with wood, now borne by many people across English-speaking countries.
  • C. Craftsman
    Craftsman is a well-known American brand of tools, lawn and garden equipment, and workwear recognized for its durability and long association with home improvement and DIY projects.
  • D. Artis
    Artis is a masculine given name most notably borne by Hall of Fame basketball center Artis Gilmore.
  • E. Artime
    Artime is a Spanish-language surname of likely Iberian origin borne by various individuals, including figures in Latin American history and culture.
  • 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: Artisan
Triple: [Laravel, CLI, Artisan]
Generated description
Artisan is Laravel’s command-line interface tool that streamlines common development tasks such as scaffolding code, running migrations, and managing the application.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Artisan
Target entity description: Artisan is Laravel’s command-line interface tool that streamlines common development tasks such as scaffolding code, running migrations, and managing the application.
  • A. Artisan
    Artisan is a boutique publishing imprint of Hachette Book Group known for high-quality, visually driven books on topics like cooking, design, and lifestyle.
  • B. Carpenter
    Carpenter is an occupational surname originally referring to someone who works with wood, now borne by many people across English-speaking countries.
  • C. Craftsman
    Craftsman is a well-known American brand of tools, lawn and garden equipment, and workwear recognized for its durability and long association with home improvement and DIY projects.
  • D. Artis
    Artis is a masculine given name most notably borne by Hall of Fame basketball center Artis Gilmore.
  • E. Artime
    Artime is a Spanish-language surname of likely Iberian origin borne by various individuals, including figures in Latin American history and culture.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: CLI
Context triple: [Laravel, CLI, Artisan]
  • A. commandLineTool chosen
    Indicates that an entity is a software utility intended to be executed and interacted with via a text-based command-line interface.
  • B. commands
    Indicates that one entity holds authority over another and issues directives or orders that the other is expected to follow.
  • C. terminal
    Indicates that one entity is the final or end point in a process, sequence, or structure, beyond which no further continuation occurs.
  • D. coreCommand
    Indicates that one entity serves as the primary or central command or control authority over another entity or process.
  • E. commandFlag
    Indicates that one entity issues a directive or control instruction (a command) that another entity is expected to recognize or act upon.
  • F. None of above.

Provenance (6 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd5813af948190b10b02dadf6496bf completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdc57d59f88190857cbda79caf3c38 completed March 20, 2026, 10:09 p.m.
NEDg Description generation batch_69bdc8a14ca88190b4104c113e150edd completed March 20, 2026, 10:22 p.m.
NED2 Entity disambiguation (via description) batch_69bdc95f7064819081c69df00a869c31 completed March 20, 2026, 10:25 p.m.
PD Predicate disambiguation batch_69bd5223423c81908317351b58cff5f5 completed March 20, 2026, 1:56 p.m.
Created at: March 20, 2026, 1:09 p.m.