Triple
T18051388
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | wsgiref.handlers |
E431932
|
entity |
| Predicate | provides |
P490
|
FINISHED |
| Object |
CGIHandler class
The CGIHandler class is a WSGI-compatible request handler in Python’s wsgiref.handlers module that runs WSGI applications in a traditional CGI environment.
|
E1303153
|
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: CGIHandler class | Statement: [wsgiref.handlers, provides, CGIHandler class]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CGIHandler class Context triple: [wsgiref.handlers, provides, CGIHandler class]
-
A.
ConcreteHandler
ConcreteHandler is a specific handler class in the Chain of Responsibility design pattern that processes requests it can handle and forwards others along the chain.
-
B.
Handler
Handler is a surname most notably associated with Philip Handler, an influential American biochemist and former president of the U.S. National Academy of Sciences.
-
C.
CGI
CGI is a standard protocol that enables web servers to execute external programs and dynamically generate web content in response to user requests.
-
D.
CGI
CGI is a high-contrast Coronagraph Instrument designed to directly image and study exoplanets and circumstellar disks by blocking out starlight.
-
E.
CIA handlers
CIA handlers are intelligence officers responsible for managing and directing covert operatives and informants on behalf of the Central Intelligence Agency.
- 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: CGIHandler class Triple: [wsgiref.handlers, provides, CGIHandler class]
Generated description
The CGIHandler class is a WSGI-compatible request handler in Python’s wsgiref.handlers module that runs WSGI applications in a traditional CGI environment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CGIHandler class Target entity description: The CGIHandler class is a WSGI-compatible request handler in Python’s wsgiref.handlers module that runs WSGI applications in a traditional CGI environment.
-
A.
ConcreteHandler
ConcreteHandler is a specific handler class in the Chain of Responsibility design pattern that processes requests it can handle and forwards others along the chain.
-
B.
Handler
Handler is a surname most notably associated with Philip Handler, an influential American biochemist and former president of the U.S. National Academy of Sciences.
-
C.
CGI
CGI is a standard protocol that enables web servers to execute external programs and dynamically generate web content in response to user requests.
-
D.
CGI
CGI is a high-contrast Coronagraph Instrument designed to directly image and study exoplanets and circumstellar disks by blocking out starlight.
-
E.
CIA handlers
CIA handlers are intelligence officers responsible for managing and directing covert operatives and informants on behalf of the Central Intelligence Agency.
- 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_69d8b906482481908183315b9ecf9994 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4c0fe4f1881908fa8485cb3ccfa44 |
completed | April 19, 2026, 11:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0349bf5fc48190afd460025b1fe505 |
completed | May 12, 2026, 3:39 p.m. |
| NEDg | Description generation | batch_6a034b7197e48190ae62f25f2fb434b6 |
completed | May 12, 2026, 3:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a034c08c12081908fee77fbb97b5840 |
completed | May 12, 2026, 3:49 p.m. |
Created at: April 10, 2026, 10:25 a.m.