Triple

T10851799
Position Surface form Disambiguated ID Type / Status
Subject Python 3.8 E256163 entity
Predicate follows P134 FINISHED
Object Python 3.7
Python 3.7 is a version of the Python programming language that introduced features like data classes, postponed evaluation of type annotations, and various performance and standard library improvements.
 E888830 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 3.7 | Statement: [Python 3.8, follows, Python 3.7]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Python 3.7
Context triple: [Python 3.8, follows, Python 3.7]
  • 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 3.9
    Python 3.9 is a stable release of the Python programming language that introduced features like dictionary union operators, type hinting improvements, and new string methods before being succeeded by Python 3.10.
  • C. 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.
  • D. Python 3.11
    Python 3.11 is a major release of the Python programming language notable for significant performance improvements, enhanced error messages, and new language features such as exception groups and the `tomllib` module.
  • E. Pythonidae
    Pythonidae is a family of nonvenomous constrictor snakes that includes pythons found across Africa, Asia, and Australia.
  • 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 3.7
Triple: [Python 3.8, follows, Python 3.7]
Generated description
Python 3.7 is a version of the Python programming language that introduced features like data classes, postponed evaluation of type annotations, and various performance and standard library improvements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Python 3.7
Target entity description: Python 3.7 is a version of the Python programming language that introduced features like data classes, postponed evaluation of type annotations, and various performance and standard library improvements.
  • 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 3.9
    Python 3.9 is a stable release of the Python programming language that introduced features like dictionary union operators, type hinting improvements, and new string methods before being succeeded by Python 3.10.
  • C. 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.
  • D. Python 3.11
    Python 3.11 is a major release of the Python programming language notable for significant performance improvements, enhanced error messages, and new language features such as exception groups and the `tomllib` module.
  • E. Pythonidae
    Pythonidae is a family of nonvenomous constrictor snakes that includes pythons found across Africa, Asia, and Australia.
  • 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_69d6aa83d1448190a66d93c32394d21f completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d75117b76c8190b0fb216b1428c3c7 completed April 9, 2026, 7:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69deb17d978c8190883b4a56e88859de completed April 14, 2026, 9:28 p.m.
NEDg Description generation batch_69deb515ab608190981689bcad4b7530 completed April 14, 2026, 9:43 p.m.
NED2 Entity disambiguation (via description) batch_69deb602fa908190bffdd291932da3f1 completed April 14, 2026, 9:47 p.m.
Created at: April 8, 2026, 9:20 p.m.