Triple
T5838711
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pylons Project |
E129538
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
Pylons framework
Pylons framework is a lightweight, open-source Python web framework focused on flexibility and rapid development, combining ideas from several other web technologies.
|
E552003
|
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: Pylons framework | Statement: [Pylons Project, hasComponent, Pylons framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pylons framework Context triple: [Pylons Project, hasComponent, Pylons framework]
-
A.
Pyramid (web framework)
Pyramid is a lightweight, flexible Python web framework focused on simplicity, scalability, and allowing developers to choose their own components.
-
B.
Phoenix (web framework)
Phoenix is a high-performance web development framework for the Elixir language, designed for building scalable, real-time applications with features like channels and LiveView.
-
C.
Flask
Flask is a lightweight, flexible Python micro web framework designed for building web applications and APIs with minimal boilerplate.
-
D.
Flask
Flask is a minor but tough and pugnacious third mate aboard the whaling ship Pequod in Herman Melville’s novel "Moby-Dick."
-
E.
Phoenix Framework
Phoenix Framework is an Elixir-based web development framework known for its high performance, real-time capabilities, and productive developer experience inspired by Ruby on Rails.
- 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: Pylons framework Triple: [Pylons Project, hasComponent, Pylons framework]
Generated description
Pylons framework is a lightweight, open-source Python web framework focused on flexibility and rapid development, combining ideas from several other web technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pylons framework Target entity description: Pylons framework is a lightweight, open-source Python web framework focused on flexibility and rapid development, combining ideas from several other web technologies.
-
A.
Pyramid (web framework)
chosen
Pyramid is a lightweight, flexible Python web framework focused on simplicity, scalability, and allowing developers to choose their own components.
-
B.
Phoenix (web framework)
Phoenix is a high-performance web development framework for the Elixir language, designed for building scalable, real-time applications with features like channels and LiveView.
-
C.
Flask
Flask is a lightweight, flexible Python micro web framework designed for building web applications and APIs with minimal boilerplate.
-
D.
Flask
Flask is a minor but tough and pugnacious third mate aboard the whaling ship Pequod in Herman Melville’s novel "Moby-Dick."
-
E.
Phoenix Framework
Phoenix Framework is an Elixir-based web development framework known for its high performance, real-time capabilities, and productive developer experience inspired by Ruby on Rails.
- 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_69c0084af79c81908af128ccc29983d0 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c034a66c448190a6ea7f9827cbffe9 |
completed | March 22, 2026, 6:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0bfce88f88190bbc78ce9c7c3c107 |
completed | March 23, 2026, 4:21 a.m. |
| NEDg | Description generation | batch_69c0c2061aa08190977959353dd93bee |
completed | March 23, 2026, 4:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c2638d3481909876fc917a61dde9 |
completed | March 23, 2026, 4:32 a.m. |
Created at: March 22, 2026, 3:54 p.m.