Triple
T1612789
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LINQ |
E34648
|
entity |
| Predicate | namespace |
P23103
|
FINISHED |
| Object | System.Linq |
E34648
|
NE FINISHED |
How this triple was built (2 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: System.Linq | Statement: [LINQ, namespace, System.Linq]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: System.Linq Context triple: [LINQ, namespace, System.Linq]
-
A.
LINQ
chosen
LINQ (Language Integrated Query) is a .NET feature that provides a unified, SQL-like syntax for querying and manipulating data from various sources directly within programming languages such as C#.
-
B.
.NET Standard Library
The .NET Standard Library is a formal specification of .NET APIs designed to provide a common, cross-platform base for building reusable libraries across different .NET implementations.
-
C.
Entity Framework
Entity Framework is Microsoft's object-relational mapper (ORM) for .NET that enables developers to work with databases using .NET objects instead of writing most SQL code directly.
-
D.
F#
F# is a functional-first, multi-paradigm programming language for the .NET platform, known for its strong type system and concise, expressive syntax.
-
E.
Common Language Infrastructure
Common Language Infrastructure is an open specification developed by Microsoft that defines a language-independent runtime environment for executing and managing code across multiple programming languages and platforms.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a885ffc5ec819091afa325d5f9611c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9098e245c8190b0169b648434aa49 |
completed | March 5, 2026, 4:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51c751308190a89f6462ee365418 |
completed | March 8, 2026, 10:39 a.m. |
Created at: March 4, 2026, 7:28 p.m.