Triple
T4325188
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Python standard library |
E96619
|
entity |
| Predicate | includesModule |
P49317
|
FINISHED |
| Object |
functools
functools is a Python standard library module that provides higher-order functions and tools for working with and manipulating functions, particularly for functional programming patterns.
|
E431921
|
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: functools | Statement: [Python standard library, includesModule, functools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: functools Context triple: [Python standard library, includesModule, functools]
-
A.
Decorator
The Decorator is a structural design pattern that allows behavior to be dynamically added to individual objects by wrapping them in flexible, reusable decorator classes.
-
B.
Wikifunctions
Wikifunctions is a Wikimedia project aimed at creating a collaborative, multilingual catalog of reusable functions that can be called and combined to generate content and support other Wikimedia projects.
-
C.
Lambda
Lambda is a General Motors mid-size crossover SUV platform used for vehicles such as the Saturn Outlook.
-
D.
Funktion und Begriff
Funktion und Begriff is a seminal 1891 work by Gottlob Frege in which he develops his foundational distinction between functions and objects, shaping modern logic and the philosophy of language.
-
E.
PEP 622
PEP 622 is a Python Enhancement Proposal that introduced the design for structural pattern matching syntax later adopted in Python 3.10.
- 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: functools Triple: [Python standard library, includesModule, functools]
Generated description
functools is a Python standard library module that provides higher-order functions and tools for working with and manipulating functions, particularly for functional programming patterns.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: functools Target entity description: functools is a Python standard library module that provides higher-order functions and tools for working with and manipulating functions, particularly for functional programming patterns.
-
A.
Decorator
The Decorator is a structural design pattern that allows behavior to be dynamically added to individual objects by wrapping them in flexible, reusable decorator classes.
-
B.
Wikifunctions
Wikifunctions is a Wikimedia project aimed at creating a collaborative, multilingual catalog of reusable functions that can be called and combined to generate content and support other Wikimedia projects.
-
C.
Lambda
Lambda is a General Motors mid-size crossover SUV platform used for vehicles such as the Saturn Outlook.
-
D.
Funktion und Begriff
Funktion und Begriff is a seminal 1891 work by Gottlob Frege in which he develops his foundational distinction between functions and objects, shaping modern logic and the philosophy of language.
-
E.
PEP 622
PEP 622 is a Python Enhancement Proposal that introduced the design for structural pattern matching syntax later adopted in Python 3.10.
- 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3563eab24819088add9180af2ce3c |
completed | March 13, 2026, 12:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d094f5fc819083eddc234f46f6a1 |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d10a20248190b3214509cb637ff4 |
completed | March 14, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d4f08ac4819097e71276be11403d |
completed | March 14, 2026, 9:36 p.m. |
Created at: March 12, 2026, 11:13 p.m.