Triple

T8609560
Position Surface form Disambiguated ID Type / Status
Subject PyGObject E203882 entity
Predicate requires P100 FINISHED
Object GIRepository
GIRepository is a GObject Introspection component that provides a runtime API for accessing metadata about GObject-based libraries so they can be used dynamically from languages like Python.
E745804 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: GIRepository | Statement: [PyGObject, requires, GIRepository]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GIRepository
Context triple: [PyGObject, requires, GIRepository]
  • A. IGIS
    IGIS is the acronym for Australia’s Inspector-General of Intelligence and Security, an independent oversight body that monitors the legality and propriety of the country’s intelligence agencies.
  • B. GBI
    GBI was the abbreviated name for the General Building Inspector for the Reich Capital, a Nazi-era office responsible for overseeing large-scale architectural and urban redevelopment projects in Berlin.
  • C. Network Repository Function
    The Network Repository Function (NRF) is a key 5G Core network function that maintains a registry of available network functions and their services, enabling service discovery and efficient communication between them.
  • D. GISD
    GISD is the commonly used acronym for the Garland Independent School District, a large public school district serving students in Garland and surrounding areas in Texas.
  • E. GIPSA
    GIPSA is a former agency of the U.S. Department of Agriculture responsible for ensuring fair trading practices and accurate inspection and weighing in the grain, livestock, and poultry industries.
  • 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: GIRepository
Triple: [PyGObject, requires, GIRepository]
Generated description
GIRepository is a GObject Introspection component that provides a runtime API for accessing metadata about GObject-based libraries so they can be used dynamically from languages like Python.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GIRepository
Target entity description: GIRepository is a GObject Introspection component that provides a runtime API for accessing metadata about GObject-based libraries so they can be used dynamically from languages like Python.
  • A. IGIS
    IGIS is the acronym for Australia’s Inspector-General of Intelligence and Security, an independent oversight body that monitors the legality and propriety of the country’s intelligence agencies.
  • B. GBI
    GBI was the abbreviated name for the General Building Inspector for the Reich Capital, a Nazi-era office responsible for overseeing large-scale architectural and urban redevelopment projects in Berlin.
  • C. Network Repository Function
    The Network Repository Function (NRF) is a key 5G Core network function that maintains a registry of available network functions and their services, enabling service discovery and efficient communication between them.
  • D. GISD
    GISD is the commonly used acronym for the Garland Independent School District, a large public school district serving students in Garland and surrounding areas in Texas.
  • E. GIPSA
    GIPSA is a former agency of the U.S. Department of Agriculture responsible for ensuring fair trading practices and accurate inspection and weighing in the grain, livestock, and poultry industries.
  • 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_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_69cea90dd93081908140ac0ce23be820 completed April 2, 2026, 5:36 p.m.
NEDg Description generation batch_69ceaa2c34308190a3bc7717012fea9d completed April 2, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_69ceaae76d188190932826c9fd9f7f5f completed April 2, 2026, 5:44 p.m.
Created at: March 30, 2026, 6:25 p.m.