Triple
T5838686
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pylons Project |
E129538
|
entity |
| Predicate | develops |
P73
|
FINISHED |
| Object |
WebOb
WebOb is a Python library that provides a WSGI-based abstraction layer for HTTP request and response handling in web applications.
|
E552005
|
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: WebOb | Statement: [Pylons Project, develops, WebOb]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: WebOb Context triple: [Pylons Project, develops, WebOb]
-
A.
Werkzeug WSGI utility library
Werkzeug WSGI utility library is a comprehensive Python toolkit that provides utilities for building WSGI-compliant web applications and frameworks.
-
B.
web.py
web.py is a minimalist Python web framework created by Aaron Swartz, designed to make building web applications simple and lightweight.
-
C.
wsgiref
wsgiref is a Python standard library package that provides reference implementations and utilities for working with WSGI-compatible web applications and servers.
-
D.
WSGI
WSGI (Web Server Gateway Interface) is a Python standard that defines a common interface between web servers and Python web applications or frameworks.
-
E.
repoze.bfg
repoze.bfg is the former name of Pyramid, a lightweight Python web framework focused on flexibility and scalability.
- 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: WebOb Triple: [Pylons Project, develops, WebOb]
Generated description
WebOb is a Python library that provides a WSGI-based abstraction layer for HTTP request and response handling in web applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: WebOb Target entity description: WebOb is a Python library that provides a WSGI-based abstraction layer for HTTP request and response handling in web applications.
-
A.
Werkzeug WSGI utility library
Werkzeug WSGI utility library is a comprehensive Python toolkit that provides utilities for building WSGI-compliant web applications and frameworks.
-
B.
web.py
web.py is a minimalist Python web framework created by Aaron Swartz, designed to make building web applications simple and lightweight.
-
C.
wsgiref
wsgiref is a Python standard library package that provides reference implementations and utilities for working with WSGI-compatible web applications and servers.
-
D.
WSGI
WSGI (Web Server Gateway Interface) is a Python standard that defines a common interface between web servers and Python web applications or frameworks.
-
E.
repoze.bfg
repoze.bfg is the former name of Pyramid, a lightweight Python web framework focused on flexibility and scalability.
- 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_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_69c0a19a6554819086cdae499f4d2247 |
completed | March 23, 2026, 2:12 a.m. |
| NEDg | Description generation | batch_69c0a5ce005c8190a7da8d337caa089c |
completed | March 23, 2026, 2:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0a62cadf481909007a2a16cd36dbf |
completed | March 23, 2026, 2:32 a.m. |
Created at: March 22, 2026, 3:54 p.m.