Triple

T17675696
Position Surface form Disambiguated ID Type / Status
Subject Hanami::View E440636 entity
Predicate relatedTo P37 FINISHED
Object Hanami::Model
Hanami::Model is the data persistence and database abstraction layer of the Hanami Ruby web framework, providing repositories, entities, and database integrations.
E1282472 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: Hanami::Model | Statement: [Hanami::View, relatedTo, Hanami::Model]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hanami::Model
Context triple: [Hanami::View, relatedTo, Hanami::Model]
  • A. Hanami::View
    Hanami::View is the presentation layer component of the Hanami Ruby web framework, responsible for rendering templates and encapsulating view logic.
  • B. Hanami::Router
    Hanami::Router is the routing component of the Hanami Ruby web framework, responsible for mapping HTTP requests to application actions in a lightweight and modular way.
  • C. The Model
    "The Model" is a song by the American noise rock band Big Black, featured on their 1987 album *Songs About Fucking* and known as a harsh, abrasive cover of Kraftwerk's original track.
  • D. Hanami
    Hanami is a lightweight, modular Ruby web framework focused on simplicity, performance, and clear architecture for building web applications.
  • E. RSpec
    RSpec is a popular behavior-driven development (BDD) testing framework for the Ruby programming language, known for its readable, expressive syntax.
  • 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: Hanami::Model
Triple: [Hanami::View, relatedTo, Hanami::Model]
Generated description
Hanami::Model is the data persistence and database abstraction layer of the Hanami Ruby web framework, providing repositories, entities, and database integrations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hanami::Model
Target entity description: Hanami::Model is the data persistence and database abstraction layer of the Hanami Ruby web framework, providing repositories, entities, and database integrations.
  • A. Hanami::View
    Hanami::View is the presentation layer component of the Hanami Ruby web framework, responsible for rendering templates and encapsulating view logic.
  • B. Hanami::Router
    Hanami::Router is the routing component of the Hanami Ruby web framework, responsible for mapping HTTP requests to application actions in a lightweight and modular way.
  • C. The Model
    "The Model" is a song by the American noise rock band Big Black, featured on their 1987 album *Songs About Fucking* and known as a harsh, abrasive cover of Kraftwerk's original track.
  • D. Hanami
    Hanami is a lightweight, modular Ruby web framework focused on simplicity, performance, and clear architecture for building web applications.
  • E. RSpec
    RSpec is a popular behavior-driven development (BDD) testing framework for the Ruby programming language, known for its readable, expressive syntax.
  • 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_69d8b9e87e18819087104a44dc4dc5b1 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e46f6cca54819094ea0bed1517724e completed April 19, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_6a022325d6108190975082abcdb21ce1 completed May 11, 2026, 6:42 p.m.
NEDg Description generation batch_6a022759531c8190a77c5dc4e3ccaee6 completed May 11, 2026, 7 p.m.
NED2 Entity disambiguation (via description) batch_6a0227ff79d881908ad190b2665bc63d completed May 11, 2026, 7:03 p.m.
Created at: April 10, 2026, 10 a.m.