Triple

T18050791
Position Surface form Disambiguated ID Type / Status
Subject functools E431921 entity
Predicate introducedInVersion P11235 FINISHED
Object Python 2.5
Python 2.5 is an older major release of the Python programming language that introduced several significant features and standard library enhancements, helping pave the way toward the more modern Python 3 series.
E1303136 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: Python 2.5 | Statement: [functools, introducedInVersion, Python 2.5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Python 2.5
Context triple: [functools, introducedInVersion, Python 2.5]
  • A. Python 2.0
    Python 2.0 is a major early release of the Python programming language that introduced significant new features and improvements, helping to shape Python’s modern development ecosystem.
  • B. Python 1.6
    Python 1.6 is an early, transitional release of the Python programming language that helped pave the way for Python 2.x by introducing features like the distutils packaging system.
  • C. PEP 425
    PEP 425 is a Python Enhancement Proposal that defines the standardized “compatibility tag” scheme used to identify which Python interpreter and platform a binary distribution (like a wheel) is compatible with.
  • D. Pythonidae
    Pythonidae is a family of nonvenomous constrictor snakes that includes pythons found across Africa, Asia, and Australia.
  • E. Python 3.12
    Python 3.12 is a modern release of the Python programming language that introduces performance improvements, language refinements, and standard library changes while continuing the transition away from deprecated tools and modules.
  • 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 2.5
Triple: [functools, introducedInVersion, Python 2.5]
Generated description
Python 2.5 is an older major release of the Python programming language that introduced several significant features and standard library enhancements, helping pave the way toward the more modern Python 3 series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Python 2.5
Target entity description: Python 2.5 is an older major release of the Python programming language that introduced several significant features and standard library enhancements, helping pave the way toward the more modern Python 3 series.
  • A. Python 2.0
    Python 2.0 is a major early release of the Python programming language that introduced significant new features and improvements, helping to shape Python’s modern development ecosystem.
  • B. Python 1.6
    Python 1.6 is an early, transitional release of the Python programming language that helped pave the way for Python 2.x by introducing features like the distutils packaging system.
  • C. PEP 425
    PEP 425 is a Python Enhancement Proposal that defines the standardized “compatibility tag” scheme used to identify which Python interpreter and platform a binary distribution (like a wheel) is compatible with.
  • D. Pythonidae
    Pythonidae is a family of nonvenomous constrictor snakes that includes pythons found across Africa, Asia, and Australia.
  • E. Python 3.12
    Python 3.12 is a modern release of the Python programming language that introduces performance improvements, language refinements, and standard library changes while continuing the transition away from deprecated tools and modules.
  • 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_69d8b906482481908183315b9ecf9994 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4bff57ea08190a30a87993f7d3299 completed April 19, 2026, 11:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0349bf5fc48190afd460025b1fe505 completed May 12, 2026, 3:39 p.m.
NEDg Description generation batch_6a034b7197e48190ae62f25f2fb434b6 completed May 12, 2026, 3:46 p.m.
NED2 Entity disambiguation (via description) batch_6a034c08c12081908fee77fbb97b5840 completed May 12, 2026, 3:49 p.m.
Created at: April 10, 2026, 10:25 a.m.