reformulated_queries
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-11.)
reformulated_queries has 12 facts recorded in Dontopedia across 4 references, with 2 live disagreements.
Mostly:rdf:type(4), assigned by(2), initialized by(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (9)
Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.
iteratesOverIterates Over(3)
- For Loop
ex:for-loop - For Loop Print
ex:for-loop-print - Print Loop
ex:print-loop
assignsToAssigns to(1)
- Reformulated Queries Assignment
ex:reformulated-queries-assignment
assignsVariableAssigns Variable(1)
- Example Usage
ex:example-usage
bindsBinds(1)
- Query Processing
ex:query-processing
printsPrints(1)
- Example Usage
ex:example-usage
printsToConsolePrints to Console(1)
- Example Usage
ex:example-usage
returnsReturns(1)
- Process Queries Method
ex:process-queries-method
Other facts (10)
The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.
| Predicate | Value | Ref |
|---|---|---|
| Rdf:type | Python List | [1] |
| Rdf:type | Code Variable | [2] |
| Rdf:type | Python List | [3] |
| Rdf:type | Python Variable | [4] |
| Assigned by | Process Queries Method | [2] |
| Assigned by | Handle Queries Call | [4] |
| Initialized by | list-comprehension | [1] |
| Is Iterated by | For Loop | [2] |
| Is Assigned to | Process Queries Method | [2] |
| Has Type | List | [2] |
Timeline
Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
References (4)
ctx:claims/beam/97ef0996-2bbf-4217-af6b-6a0f7a933ea0- full textbeam-chunktext/plain1 KB
doc:beam/97ef0996-2bbf-4217-af6b-6a0f7a933ea0Show excerpt
eval_dataset=eval_dataset, ) trainer.train() ``` ### Evaluation Metrics To evaluate the quality of reformulated queries, you can use metrics like BLEU or ROUGE: ```python from nltk.translate.bleu_score import sentence_bleu def eval…
ctx:claims/beam/14d0c405-2f52-4261-ad38-13be7b76835dctx:claims/beam/2cbdcf90-9d21-4bed-aea6-acf4a8366428- full textbeam-chunktext/plain1 KB
doc:beam/2cbdcf90-9d21-4bed-aea6-acf4a8366428Show excerpt
futures = [executor.submit(self.model.batch_reformulate, queries[i:i+batch_size]) for i in range(0, len(queries), batch_size)] results = [] for future in as_completed(futures): results.ext…
ctx:claims/beam/e099648c-686d-44d4-859d-6689904136fb
See also
Keep researching
Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.