Triple

T11216046
Position Surface form Disambiguated ID Type / Status
Subject PEP 484 E265441 entity
Predicate defines P264 FINISHED
Object typing.FrozenSet
typing.FrozenSet is a type hint in Python’s typing module that represents an immutable set of elements, typically all of the same specified type.
 E911259 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: typing.FrozenSet | Statement: [PEP 484, defines, typing.FrozenSet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: typing.FrozenSet
Context triple: [PEP 484, defines, typing.FrozenSet]
  • A. Frostenson
    Frostenson is a Swedish surname most prominently associated with poet and former Swedish Academy member Katarina Frostenson.
  • B. Frost
    Frost is the middle name of George F. Kennan, the influential American diplomat and historian known for shaping the U.S. Cold War containment strategy.
  • C. Frost
    Frost is a common English surname borne by numerous notable individuals, including the American poet Robert Frost.
  • D. Freeze
    "Freeze" is a track from the Jonas Brothers' third studio album "Lines, Vines and Trying Times."
  • E. Freeze
    Freeze was a landmark 1988 London art exhibition organized by Damien Hirst that launched the Young British Artists movement into public prominence.
  • 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: typing.FrozenSet
Triple: [PEP 484, defines, typing.FrozenSet]
Generated description
typing.FrozenSet is a type hint in Python’s typing module that represents an immutable set of elements, typically all of the same specified type.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: typing.FrozenSet
Target entity description: typing.FrozenSet is a type hint in Python’s typing module that represents an immutable set of elements, typically all of the same specified type.
  • A. Frostenson
    Frostenson is a Swedish surname most prominently associated with poet and former Swedish Academy member Katarina Frostenson.
  • B. Frost
    Frost is the middle name of George F. Kennan, the influential American diplomat and historian known for shaping the U.S. Cold War containment strategy.
  • C. Frost
    Frost is a common English surname borne by numerous notable individuals, including the American poet Robert Frost.
  • D. Freeze
    "Freeze" is a track from the Jonas Brothers' third studio album "Lines, Vines and Trying Times."
  • E. Freeze
    Freeze was a landmark 1988 London art exhibition organized by Damien Hirst that launched the Young British Artists movement into public prominence.
  • 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_69d6aac59460819089b9848b27f57848 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8e8eef48190932a85784ce15c86 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e49762e3188190ba3c0e01cf04f6a1 completed April 19, 2026, 8:50 a.m.
NEDg Description generation batch_69e49d37989881909c7e75ddfff06726 completed April 19, 2026, 9:15 a.m.
NED2 Entity disambiguation (via description) batch_69e49f41a1f8819087cc15527dc7ff63 completed April 19, 2026, 9:24 a.m.
Created at: April 8, 2026, 9:30 p.m.