Triple

T14818799
Position Surface form Disambiguated ID Type / Status
Subject Cuanza Sul Province E348387 entity
Predicate hasMunicipality P847 FINISHED
Object Conda
Conda is a municipality located in Cuanza Sul Province in west-central Angola.
 E1121563 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: Conda | Statement: [Cuanza Sul Province, hasMunicipality, Conda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Conda
Context triple: [Cuanza Sul Province, hasMunicipality, Conda]
  • A. Conda
    Conda is an open-source package and environment management system widely used in the Python and data science ecosystem to install, manage, and isolate software dependencies across platforms.
  • B. Anaconda installer
    The Anaconda installer is a graphical and text-based system installation program primarily used by Fedora and other Red Hat–related Linux distributions to guide users through setting up their operating system.
  • C. Pipenv
    Pipenv is a Python packaging and dependency management tool that combines virtual environment handling with a Pipfile-based workflow to simplify and standardize project setup.
  • D. pip
    pip is the standard command-line package manager for Python, used to install and manage software packages from the Python Package Index (PyPI) and other repositories.
  • E. virtualenv
    virtualenv is a widely used Python tool that creates isolated environments to manage project-specific dependencies and avoid conflicts between packages.
  • 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: Conda
Triple: [Cuanza Sul Province, hasMunicipality, Conda]
Generated description
Conda is a municipality located in Cuanza Sul Province in west-central Angola.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Conda
Target entity description: Conda is a municipality located in Cuanza Sul Province in west-central Angola.
  • A. Conda
    Conda is an open-source package and environment management system widely used in the Python and data science ecosystem to install, manage, and isolate software dependencies across platforms.
  • B. Anaconda installer
    The Anaconda installer is a graphical and text-based system installation program primarily used by Fedora and other Red Hat–related Linux distributions to guide users through setting up their operating system.
  • C. Pipenv
    Pipenv is a Python packaging and dependency management tool that combines virtual environment handling with a Pipfile-based workflow to simplify and standardize project setup.
  • D. pip
    pip is the standard command-line package manager for Python, used to install and manage software packages from the Python Package Index (PyPI) and other repositories.
  • E. virtualenv
    virtualenv is a widely used Python tool that creates isolated environments to manage project-specific dependencies and avoid conflicts between packages.
  • 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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decfe4cf38819090f25ef045351d5d completed April 14, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe389940e081908ad627955cb8d52e completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe3a315d2c81908db44e7792908e39 completed May 8, 2026, 7:32 p.m.
NED2 Entity disambiguation (via description) batch_69fe3bda81cc8190b256ec6284383dde completed May 8, 2026, 7:39 p.m.
Created at: April 10, 2026, 1:50 a.m.