Triple

T4275951
Position Surface form Disambiguated ID Type / Status
Subject IronPython E97047 entity
Predicate aimsForCompatibilityWith P30800 FINISHED
Object Python 3.x (newer versions)
Python 3.x (newer versions) is the modern, actively developed branch of the Python programming language, featuring cleaner syntax, improved standard libraries, and better support for contemporary programming practices compared to Python 2.
E253903 NE FINISHED

How this triple was built (5 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: Python 3.x (newer versions) | Statement: [IronPython, aimsForCompatibilityWith, Python 3.x (newer versions)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Python 3.x (newer versions)
Context triple: [IronPython, aimsForCompatibilityWith, Python 3.x (newer versions)]
  • A. Python 3.8
    Python 3.8 is a major release of the Python programming language that introduced several new language features, performance improvements, and standard library enhancements.
  • B. Python 3.10
    Python 3.10 is a major release of the Python programming language that introduced structural pattern matching and various syntax and performance improvements.
  • C. Pythonidae
    Pythonidae is a family of nonvenomous constrictor snakes that includes pythons found across Africa, Asia, and Australia.
  • D. Python
    Python is a monstrous serpent or dragon from Greek mythology, best known for being slain by the god Apollo at Delphi.
  • E. Python
    Python is a high-level, versatile programming language widely used for data analysis, machine learning, web development, and automation.
  • 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: Python 3.x (newer versions)
Triple: [IronPython, aimsForCompatibilityWith, Python 3.x (newer versions)]
Generated description
Python 3.x (newer versions) is the modern, actively developed branch of the Python programming language, featuring cleaner syntax, improved standard libraries, and better support for contemporary programming practices compared to Python 2.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Python 3.x (newer versions)
Target entity description: Python 3.x (newer versions) is the modern, actively developed branch of the Python programming language, featuring cleaner syntax, improved standard libraries, and better support for contemporary programming practices compared to Python 2.
  • A. Python 3.8
    Python 3.8 is a major release of the Python programming language that introduced several new language features, performance improvements, and standard library enhancements.
  • B. Python 3.10 chosen
    Python 3.10 is a major release of the Python programming language that introduced structural pattern matching and various syntax and performance improvements.
  • C. Pythonidae
    Pythonidae is a family of nonvenomous constrictor snakes that includes pythons found across Africa, Asia, and Australia.
  • D. Python
    Python is a monstrous serpent or dragon from Greek mythology, best known for being slain by the god Apollo at Delphi.
  • E. Python
    Python is a high-level, versatile programming language widely used for data analysis, machine learning, web development, and automation.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: aimsForCompatibilityWith
Context triple: [IronPython, aimsForCompatibilityWith, Python 3.x (newer versions)]
  • A. compatibilityGoal chosen
    Indicates that one entity has an objective or intended outcome related to being compatible or achieving compatibility with another entity.
  • B. requiresCompatibilityWith
    Indicates that one entity can only function correctly or be used if it is compatible with another specified entity.
  • C. isGenerallyCompatibleWith
    Indicates that two entities can typically function or coexist together without significant conflict, issues, or need for special adaptation.
  • D. backwardCompatibleWith
    Indicates that one entity can correctly interpret, use, or function with data, interfaces, or behavior designed for an earlier version of another entity.
  • E. checksCompatibilityWith
    Indicates that one entity evaluates whether it is compatible or can function harmoniously with another entity.
  • F. None of above.

Provenance (6 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_69b34544be3c819084d1ab82d29f90c5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3501d677481909e7416a1d2b0008c completed March 12, 2026, 11:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b7b3b52c8190ae7c05448faf5558 completed March 14, 2026, 7:32 p.m.
NEDg Description generation batch_69b5b95083088190b0c993fa2fbc954c completed March 14, 2026, 7:38 p.m.
NED2 Entity disambiguation (via description) batch_69b5b9b8afcc8190822cfd560d064590 completed March 14, 2026, 7:40 p.m.
PD Predicate disambiguation batch_69b347faa45481908c19c29fb906dc92 completed March 12, 2026, 11:10 p.m.
Created at: March 12, 2026, 11:07 p.m.