Triple

T8609538
Position Surface form Disambiguated ID Type / Status
Subject PyGObject E203882 entity
Predicate basedOn P98 FINISHED
Object GObject Introspection E745801 NE FINISHED

How this triple was built (2 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: GObject Introspection | Statement: [PyGObject, basedOn, GObject Introspection]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GObject Introspection
Context triple: [PyGObject, basedOn, GObject Introspection]
  • A. GObject Introspection chosen
    GObject Introspection is a middleware layer and metadata system that enables automatic generation of language bindings for libraries based on the GObject type system, allowing them to be used from multiple programming languages.
  • B. PyGObject
    PyGObject is a Python package that provides bindings for GObject-based libraries, enabling Python applications to use the GNOME and GTK+ frameworks through the GObject Introspection system.
  • C. GObject
    GObject is the fundamental object system and base class library used by GTK and other GNOME technologies to provide object-oriented features in C.
  • D. GLib
    GLib is a low-level core library that forms the foundation of the GNOME platform, providing data structures, utilities, and system abstractions for C and higher-level language bindings.
  • E. GNOME development library
    PyGObject is a Python module that provides bindings for GObject-based libraries, enabling developers to build GNOME and GTK applications in Python.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca832c23e4819095a9f3eea4a21828 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46ed77588190a872d22d9d1f7429 completed March 31, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebbb9307c81909b31995c73728e91 completed April 2, 2026, 6:55 p.m.
Created at: March 30, 2026, 6:25 p.m.