Triple
T4325273
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Armin Ronacher |
E96620
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Click command-line utility library
Click is a popular Python library for creating composable, user-friendly command-line interfaces with minimal boilerplate.
|
E431939
|
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: Click command-line utility library | Statement: [Armin Ronacher, notableWork, Click command-line utility library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Click command-line utility library Context triple: [Armin Ronacher, notableWork, Click command-line utility library]
-
A.
CLI
CLI is a standardized runtime and execution environment developed by Microsoft and standardized by ECMA and ISO for running and managing code written in multiple high-level languages, most notably used by the .NET framework.
-
B.
Console Command Processor (CCP)
Console Command Processor (CCP) is the command-line interpreter component of the CP/M-86 operating system, responsible for reading and executing user commands.
-
C.
CLI (AmigaShell)
CLI (AmigaShell) is the command-line interpreter of the AmigaOS operating system, providing text-based command execution and scripting capabilities.
-
D.
GNU Core Utilities
GNU Core Utilities is a collection of essential command-line tools for Unix-like operating systems, providing fundamental file, text, and shell utilities widely used in GNU/Linux systems.
-
E.
Cmd
Cmd is the standard abbreviation used for United Kingdom Command Papers, which are official government documents presented to Parliament.
- 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: Click command-line utility library Triple: [Armin Ronacher, notableWork, Click command-line utility library]
Generated description
Click is a popular Python library for creating composable, user-friendly command-line interfaces with minimal boilerplate.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Click command-line utility library Target entity description: Click is a popular Python library for creating composable, user-friendly command-line interfaces with minimal boilerplate.
-
A.
CLI
CLI is a standardized runtime and execution environment developed by Microsoft and standardized by ECMA and ISO for running and managing code written in multiple high-level languages, most notably used by the .NET framework.
-
B.
Console Command Processor (CCP)
Console Command Processor (CCP) is the command-line interpreter component of the CP/M-86 operating system, responsible for reading and executing user commands.
-
C.
CLI (AmigaShell)
CLI (AmigaShell) is the command-line interpreter of the AmigaOS operating system, providing text-based command execution and scripting capabilities.
-
D.
GNU Core Utilities
GNU Core Utilities is a collection of essential command-line tools for Unix-like operating systems, providing fundamental file, text, and shell utilities widely used in GNU/Linux systems.
-
E.
Cmd
Cmd is the standard abbreviation used for United Kingdom Command Papers, which are official government documents presented to Parliament.
- 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_69b3512ec18481908a7b5c29b3902b53 |
completed | March 12, 2026, 11:50 p.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.