Triple
T18051267
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | contextlib |
E431930
|
entity |
| Predicate | defines |
P264
|
FINISHED |
| Object | ExitStack |
—
|
NE NERFINISHED |
How this triple was built (3 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: ExitStack | Statement: [contextlib, defines, ExitStack]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ExitStack Context triple: [contextlib, defines, ExitStack]
-
A.
Operation Stack
Operation Stack was a traffic management system used in Kent, England, to queue freight traffic on the M20 motorway during disruptions to cross-Channel services.
-
B.
Stack$
Stack$ is a musical act connected to American singer and television personality Brooke Hogan.
-
C.
Stack
Stack is a surname most notably associated with American actor and television host Robert Stack.
-
D.
Stack
Stack is a cross-platform build tool and package manager for Haskell that simplifies project setup, dependency management, and reproducible builds.
-
E.
Stackless Python
Stackless Python is an enhanced version of the Python interpreter that provides lightweight microthreads and improved concurrency support without relying on the C call stack.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ExitStack Target entity description: ExitStack is a Python context manager utility that allows you to dynamically enter and manage multiple context managers and cleanup callbacks in a flexible, programmatic way.
-
A.
Operation Stack
Operation Stack was a traffic management system used in Kent, England, to queue freight traffic on the M20 motorway during disruptions to cross-Channel services.
-
B.
Stack$
Stack$ is a musical act connected to American singer and television personality Brooke Hogan.
-
C.
Stack
Stack is a surname most notably associated with American actor and television host Robert Stack.
-
D.
Stack
Stack is a cross-platform build tool and package manager for Haskell that simplifies project setup, dependency management, and reproducible builds.
-
E.
Stackless Python
Stackless Python is an enhanced version of the Python interpreter that provides lightweight microthreads and improved concurrency support without relying on the C call stack.
- F. None of above. chosen
Provenance (2 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. |
Created at: April 10, 2026, 10:25 a.m.