Triple

T18051273
Position Surface form Disambiguated ID Type / Status
Subject contextlib E431930 entity
Predicate defines P264 FINISHED
Object AbstractContextManager
AbstractContextManager is a base class in Python’s contextlib module that provides a standard foundation for creating custom context managers using the with statement.
 E1303150 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: AbstractContextManager | Statement: [contextlib, defines, AbstractContextManager]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AbstractContextManager
Context triple: [contextlib, defines, AbstractContextManager]
  • A. ExecutionContext
    ExecutionContext is a .NET framework class that captures and flows ambient execution information such as security, synchronization, and culture settings across asynchronous operations and threads.
  • B. Global Contexts
    Global Contexts are thematic lenses in the IB Middle Years Programme that help students connect their learning to real-world issues and global perspectives.
  • C. Contextual Menus
    Contextual Menus are right-click or modifier-click pop-up menus that provide quick access to commands relevant to the item or area currently selected on the screen.
  • D. CBM (context-dependent, within IUCr)
    CBM is the abbreviation for the IUCr’s Commission on Biological Macromolecules, an international body that promotes and coordinates crystallographic research on biological macromolecules.
  • E. Common Objects in Context
    Common Objects in Context is a large-scale image recognition, segmentation, and captioning dataset widely used as a benchmark in computer vision research.
  • 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: AbstractContextManager
Triple: [contextlib, defines, AbstractContextManager]
Generated description
AbstractContextManager is a base class in Python’s contextlib module that provides a standard foundation for creating custom context managers using the with statement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AbstractContextManager
Target entity description: AbstractContextManager is a base class in Python’s contextlib module that provides a standard foundation for creating custom context managers using the with statement.
  • A. ExecutionContext
    ExecutionContext is a .NET framework class that captures and flows ambient execution information such as security, synchronization, and culture settings across asynchronous operations and threads.
  • B. Global Contexts
    Global Contexts are thematic lenses in the IB Middle Years Programme that help students connect their learning to real-world issues and global perspectives.
  • C. Contextual Menus
    Contextual Menus are right-click or modifier-click pop-up menus that provide quick access to commands relevant to the item or area currently selected on the screen.
  • D. CBM (context-dependent, within IUCr)
    CBM is the abbreviation for the IUCr’s Commission on Biological Macromolecules, an international body that promotes and coordinates crystallographic research on biological macromolecules.
  • E. Common Objects in Context
    Common Objects in Context is a large-scale image recognition, segmentation, and captioning dataset widely used as a benchmark in computer vision research.
  • 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.