Triple

T4325205
Position Surface form Disambiguated ID Type / Status
Subject Python standard library E96619 entity
Predicate includesModule P49317 FINISHED
Object shutil
shutil is a Python standard library module that provides high-level file and directory operations such as copying, moving, and deleting files.
 E431928 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: shutil | Statement: [Python standard library, includesModule, shutil]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: shutil
Context triple: [Python standard library, includesModule, shutil]
  • A. rsync
    rsync is a widely used open-source utility for fast, incremental file transfer and synchronization across local and remote systems.
  • B. Dolphin file manager
    Dolphin file manager is KDE’s advanced, customizable file management application for Linux and other Unix-like systems, offering features like split views, tabs, and extensive plugin support.
  • C. Nemo file manager
    Nemo file manager is the default graphical file management application for the Cinnamon desktop environment, offering a traditional, user-friendly interface with features like tabbed browsing and integrated file operations.
  • D. UFS
    UFS (Unix File System) is a long-standing, robust file system widely used in Unix-like operating systems, particularly BSD variants, for organizing and managing data on disk.
  • E. SWAP
    SWAP is a scientific instrument aboard NASA's New Horizons spacecraft designed to measure the solar wind and its interaction with Pluto’s atmosphere and the outer heliosphere.
  • 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: shutil
Triple: [Python standard library, includesModule, shutil]
Generated description
shutil is a Python standard library module that provides high-level file and directory operations such as copying, moving, and deleting files.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: shutil
Target entity description: shutil is a Python standard library module that provides high-level file and directory operations such as copying, moving, and deleting files.
  • A. rsync
    rsync is a widely used open-source utility for fast, incremental file transfer and synchronization across local and remote systems.
  • B. Dolphin file manager
    Dolphin file manager is KDE’s advanced, customizable file management application for Linux and other Unix-like systems, offering features like split views, tabs, and extensive plugin support.
  • C. Nemo file manager
    Nemo file manager is the default graphical file management application for the Cinnamon desktop environment, offering a traditional, user-friendly interface with features like tabbed browsing and integrated file operations.
  • D. UFS
    UFS (Unix File System) is a long-standing, robust file system widely used in Unix-like operating systems, particularly BSD variants, for organizing and managing data on disk.
  • E. SWAP
    SWAP is a scientific instrument aboard NASA's New Horizons spacecraft designed to measure the solar wind and its interaction with Pluto’s atmosphere and the outer heliosphere.
  • 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.