Triple
T11215839
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Type Parameter Syntax |
E265437
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
ParamSpec
ParamSpec is a Python typing construct that allows you to capture and reuse the parameter types of callable objects, enabling more precise type annotations for higher-order functions.
|
E911253
|
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: ParamSpec | Statement: [Type Parameter Syntax, relatedTo, ParamSpec]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ParamSpec Context triple: [Type Parameter Syntax, relatedTo, ParamSpec]
-
A.
Spec#
Spec# is a formally specified, contract-based extension of the C# programming language designed to support program verification and static checking of code correctness.
-
B.
Specification P.13/36
Specification P.13/36 was a British Air Ministry requirement issued in the 1930s that led to the development of the Handley Page Halifax heavy bomber.
-
C.
PEP 484
PEP 484 is the Python Enhancement Proposal that introduced a standard for type hints in Python, forming the basis of the language’s static typing ecosystem.
-
D.
GObject
GObject is the fundamental object system and base class library used by GTK and other GNOME technologies to provide object-oriented features in C.
-
E.
Parap
Parap is an inner-city suburb of Darwin in Australia's Northern Territory, known for its popular weekend markets and tropical, laid-back atmosphere.
- 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: ParamSpec Triple: [Type Parameter Syntax, relatedTo, ParamSpec]
Generated description
ParamSpec is a Python typing construct that allows you to capture and reuse the parameter types of callable objects, enabling more precise type annotations for higher-order functions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ParamSpec Target entity description: ParamSpec is a Python typing construct that allows you to capture and reuse the parameter types of callable objects, enabling more precise type annotations for higher-order functions.
-
A.
Spec#
Spec# is a formally specified, contract-based extension of the C# programming language designed to support program verification and static checking of code correctness.
-
B.
Specification P.13/36
Specification P.13/36 was a British Air Ministry requirement issued in the 1930s that led to the development of the Handley Page Halifax heavy bomber.
-
C.
PEP 484
PEP 484 is the Python Enhancement Proposal that introduced a standard for type hints in Python, forming the basis of the language’s static typing ecosystem.
-
D.
GObject
GObject is the fundamental object system and base class library used by GTK and other GNOME technologies to provide object-oriented features in C.
-
E.
Parap
Parap is an inner-city suburb of Darwin in Australia's Northern Territory, known for its popular weekend markets and tropical, laid-back atmosphere.
- 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.