Triple
T4442818
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | RSpec |
E96211
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
rspec-mocks
rspec-mocks is the RSpec component that provides a flexible mocking and stubbing framework for isolating and testing Ruby code behavior.
|
E96211
|
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: rspec-mocks | Statement: [RSpec, hasComponent, rspec-mocks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: rspec-mocks Context triple: [RSpec, hasComponent, rspec-mocks]
-
A.
Minitest
Minitest is a lightweight, built-in Ruby testing library that provides unit, spec, and mocking capabilities for Ruby applications.
-
B.
Factory Girl
Factory Girl is a 2006 biographical drama film about socialite and Warhol muse Edie Sedgwick, starring Sienna Miller in the lead role.
-
C.
RSpec
RSpec is a popular behavior-driven development (BDD) testing framework for the Ruby programming language, known for its readable, expressive syntax.
-
D.
Expect.js
Expect.js is a minimalist JavaScript assertion library that provides a readable, expressive syntax for writing tests, commonly used alongside frameworks like Mocha.
-
E.
Rack
Rack is a modular Ruby webserver interface that provides a minimal, standardized API for connecting web frameworks and applications to HTTP servers.
- 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: rspec-mocks Triple: [RSpec, hasComponent, rspec-mocks]
Generated description
rspec-mocks is the RSpec component that provides a flexible mocking and stubbing framework for isolating and testing Ruby code behavior.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: rspec-mocks Target entity description: rspec-mocks is the RSpec component that provides a flexible mocking and stubbing framework for isolating and testing Ruby code behavior.
-
A.
Minitest
Minitest is a lightweight, built-in Ruby testing library that provides unit, spec, and mocking capabilities for Ruby applications.
-
B.
Factory Girl
Factory Girl is a 2006 biographical drama film about socialite and Warhol muse Edie Sedgwick, starring Sienna Miller in the lead role.
-
C.
RSpec
chosen
RSpec is a popular behavior-driven development (BDD) testing framework for the Ruby programming language, known for its readable, expressive syntax.
-
D.
Expect.js
Expect.js is a minimalist JavaScript assertion library that provides a readable, expressive syntax for writing tests, commonly used alongside frameworks like Mocha.
-
E.
Rack
Rack is a modular Ruby webserver interface that provides a minimal, standardized API for connecting web frameworks and applications to HTTP servers.
- F. None of above.
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_69b345415ba481908df738e7174448ba |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355aef21c819088f168a23f1933a6 |
completed | March 13, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b61382d00481908b7c84f337b5cad7 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b6177d1a588190991fddf506239d22 |
completed | March 15, 2026, 2:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b61b6bc1448190b30d444a821bb1a5 |
completed | March 15, 2026, 2:37 a.m. |
Created at: March 12, 2026, 11:32 p.m.