Triple
T4325185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Python standard library |
E96619
|
entity |
| Predicate | includesModule |
P49317
|
FINISHED |
| Object |
urllib
urllib is a Python standard library package that provides high-level and low-level interfaces for working with URLs and handling HTTP requests.
|
E431919
|
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: urllib | Statement: [Python standard library, includesModule, urllib]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: urllib Context triple: [Python standard library, includesModule, urllib]
-
A.
WebstUR the Spider
WebstUR the Spider is the costumed arachnid mascot representing the University of Richmond’s athletic teams and school spirit.
-
B.
Uri
Uri is a historic Swiss canton in central Switzerland, known as one of the founding members of the Swiss Confederation.
-
C.
libwww
libwww is a modular, open-source HTTP client library developed by the World Wide Web Consortium (W3C) that provides core web protocol functionality for applications.
-
D.
KHTML
KHTML is an open-source HTML layout engine developed by the KDE project that served as the original foundation for Apple’s WebKit browser engine.
-
E.
plpython2u
plpython2u is an untrusted PostgreSQL procedural language extension that allows writing database functions in Python 2.
- 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: urllib Triple: [Python standard library, includesModule, urllib]
Generated description
urllib is a Python standard library package that provides high-level and low-level interfaces for working with URLs and handling HTTP requests.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: urllib Target entity description: urllib is a Python standard library package that provides high-level and low-level interfaces for working with URLs and handling HTTP requests.
-
A.
WebstUR the Spider
WebstUR the Spider is the costumed arachnid mascot representing the University of Richmond’s athletic teams and school spirit.
-
B.
Uri
Uri is a historic Swiss canton in central Switzerland, known as one of the founding members of the Swiss Confederation.
-
C.
libwww
libwww is a modular, open-source HTTP client library developed by the World Wide Web Consortium (W3C) that provides core web protocol functionality for applications.
-
D.
KHTML
KHTML is an open-source HTML layout engine developed by the KDE project that served as the original foundation for Apple’s WebKit browser engine.
-
E.
plpython2u
plpython2u is an untrusted PostgreSQL procedural language extension that allows writing database functions in Python 2.
- 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3563eab24819088add9180af2ce3c |
completed | March 13, 2026, 12:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d094f5fc819083eddc234f46f6a1 |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d10a20248190b3214509cb637ff4 |
completed | March 14, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d4f08ac4819097e71276be11403d |
completed | March 14, 2026, 9:36 p.m. |
Created at: March 12, 2026, 11:13 p.m.