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.