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True Vector

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-11.)

True Vector has 5 facts recorded in Dontopedia across 2 references, with 1 live disagreement.

5 facts·4 predicates·2 sources·1 in dispute

Mostly:is calculated from(2), is output of(1), computed from(1)

Maturity scale raw canonical shape-checked rule-derived certified

Is Calculated Fromin disputeisCalculatedFrom

Is Output ofisOutputOf

Computed FromcomputedFrom

Rdf:typerdf:type

  • Variable[1]all time · F008f4ce 021d 4be6 B191 62e598ae1493

Inbound mentions (4)

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.

accumulatesAccumulates(1)

extendedByExtended by(1)

hasVariableHas Variable(1)

isExtendedByIs Extended by(1)

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.

computedFrombeam/f008f4ce-021d-4be6-b191-62e598ae1493
ex:ground_truth_documents
isCalculatedFrombeam/ca2653b8-c25f-4a54-bdfa-ff6ea71f5472
ex:ground_truth_documents
isCalculatedFrombeam/ca2653b8-c25f-4a54-bdfa-ff6ea71f5472
ex:retrieved_documents
isOutputOfbeam/ca2653b8-c25f-4a54-bdfa-ff6ea71f5472
ex:true_vector-calculation
typebeam/f008f4ce-021d-4be6-b191-62e598ae1493
ex:Variable

References (2)

2 references
  1. [1]beam-chunk2 facts
    customctx:claims/beam/f008f4ce-021d-4be6-b191-62e598ae1493
    • full textbeam-chunk
      text/plain1 KBdoc:beam/f008f4ce-021d-4be6-b191-62e598ae1493
      Show excerpt
      dataset = pd.read_csv('queries_dataset.csv') # Split the dataset into training and testing sets train_data, test_data = train_test_split(dataset, test_size=0.2) # Train the RAG system (if needed) # ... # Evaluate the system on the test d
  2. [2]beam-chunk3 facts
    customctx:claims/beam/ca2653b8-c25f-4a54-bdfa-ff6ea71f5472
    • full textbeam-chunk
      text/plain1 KBdoc:beam/ca2653b8-c25f-4a54-bdfa-ff6ea71f5472
      Show excerpt
      true_vector = [doc in ground_truth_documents for doc in retrieved_documents] pred_vector = [True] * len(retrieved_documents) y_true.extend(true_vector) y_pred.extend(pred_vector) # Calculate precision and recall precision

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