Dontopedia

doc_inputs

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-08.)

doc_inputs has 4 facts recorded in Dontopedia across 2 references, with 1 live disagreement.

4 facts·2 predicates·2 sources·1 in dispute
Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (1)

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.

calledWithCalled With(1)

Other facts (3)

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.

3 facts
PredicateValueRef
Rdf:typeInput Tensor[1]
Rdf:typeData Structure[2]
Created byTokenize Operation[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.

typebeam/07b00e3a-dd0e-40bb-a9be-bbdf1ac254da
ex:InputTensor
typebeam/4bdb8e5d-0422-4849-8c15-446e0c69f333
ex:DataStructure
labelbeam/4bdb8e5d-0422-4849-8c15-446e0c69f333
doc_inputs
createdBybeam/4bdb8e5d-0422-4849-8c15-446e0c69f333
ex:tokenize-operation

References (2)

2 references
  1. ctx:claims/beam/07b00e3a-dd0e-40bb-a9be-bbdf1ac254da
    • full textbeam-chunk
      text/plain1 KBdoc:beam/07b00e3a-dd0e-40bb-a9be-bbdf1ac254da
      Show excerpt
      with torch.no_grad(): doc_outputs = model(**doc_inputs) query_outputs = model(**query_inputs) doc_embeddings = doc_outputs.last_hidden_state.mean(dim=1) query_embedding = query_outputs.last_hidden_state.mean(dim
  2. ctx:claims/beam/4bdb8e5d-0422-4849-8c15-446e0c69f333
    • full textbeam-chunk
      text/plain1 KBdoc:beam/4bdb8e5d-0422-4849-8c15-446e0c69f333
      Show excerpt
      3. **Evaluation and Tuning**: Evaluate the performance of your system with dynamic `alpha` adjustment and fine-tune the heuristics or models used for adjustment. ### Example Implementation Let's assume you have a simple heuristic to deter

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.