Context Components

as donto believed on

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

Context Components has 34 facts recorded in Dontopedia across 7 references, with 6 live disagreements.

34 facts·10 predicates·7 sources·6 in dispute

Mostly:has member(8), rdf:type(5), has component(5)

Inbound mentions (17)

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.

`isComponentOf`Is Component of(4)

Current Queryex:current-query
External Data Sourcesex:external-data-sources
System Stateex:system-state
User Historyex:user-history

`isMemberOf`Is Member of(4)

Current Queryex:current-query
External Data Sourcesex:external-data-sources
System Stateex:system-state
User Historyex:user-history

`requires`Requires(2)

Step 1ex:step-1
Step 1ex:step-1

`defines`Defines(1)

Step 1ex:step-1

`hasComponent`Has Component(1)

Context Weight Combinationsex:context-weight-combinations

`hasPart`Has Part(1)

Step 1ex:step-1

`involvesIdentification`Involves Identification(1)

Step 1ex:step-1

`produces`Produces(1)

Step 1ex:step-1

`suggestedContextComponents`Suggested Context Components(1)

Assistantex:assistant

`uses`Uses(1)

Step 2ex:step-2

Other facts (31)

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.

31 facts

Predicate	Value	Ref
Has Member	User History	[3]
Has Member	Current Query	[3]
Has Member	System State	[3]
Has Member	External Data Sources	[3]
Has Member	User History	[5]
Has Member	Current Query	[5]
Has Member	System State	[5]
Has Member	External Data Sources	[5]
Rdf:type	Concept	[2]
Rdf:type	Context Structure	[4]
Rdf:type	Context Collection	[5]
Rdf:type	Collection	[6]
Rdf:type	Data Structure	[7]
Has Component	Initial Weights	[2]
Has Component	User History	[5]
Has Component	Current Query	[5]
Has Component	System State	[5]
Has Component	External Data Sources	[5]
Includes	User History	[3]
Includes	Current Query	[3]
Includes	System State	[3]
Includes	External Data Sources	[3]
Contains	User History	[5]
Contains	Current Query	[5]
Contains	System State	[5]
Contains	External Data Sources	[5]
Listed As	Bullet Points	[1]
Produced by	Step 1	[3]
Requires Weights	Weight Assignment	[3]
Has Number of Members	4	[5]
Constitutes	Full Context	[5]

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.

34 undated

—

listedAsbeam/c0dac4b7-a8bf-4fc4-b8c0-172938ac7e75

ex:bullet-points

—

typebeam/5da37977-83e8-48be-bdd8-808083c26ac7

ex:Concept

—

labelbeam/5da37977-83e8-48be-bdd8-808083c26ac7

Context Components

—

hasComponentbeam/5da37977-83e8-48be-bdd8-808083c26ac7

ex:initial-weights

—

includesbeam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57

ex:user-history

—

includesbeam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57

ex:current-query

—

includesbeam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57

ex:system-state

—

includesbeam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57

ex:external-data-sources

—

labelbeam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57

Context Components

—

hasMemberbeam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57

ex:user-history

—

hasMemberbeam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57

ex:current-query

—

hasMemberbeam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57

ex:system-state

—

hasMemberbeam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57

ex:external-data-sources

—

producedBybeam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57

ex:step-1

—

requiresWeightsbeam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57

ex:weight-assignment

—

typebeam/3f4c4caf-7cac-4379-9d6d-0d4735a709bb

ex:ContextStructure

—

hasMemberbeam/17359c4f-ce82-472f-b0cd-20671ade934f

ex:user-history

—

hasMemberbeam/17359c4f-ce82-472f-b0cd-20671ade934f

ex:current-query

—

hasMemberbeam/17359c4f-ce82-472f-b0cd-20671ade934f

ex:system-state

—

hasMemberbeam/17359c4f-ce82-472f-b0cd-20671ade934f

ex:external-data-sources

—

typebeam/17359c4f-ce82-472f-b0cd-20671ade934f

ex:ContextCollection

—

hasNumberOfMembersbeam/17359c4f-ce82-472f-b0cd-20671ade934f

—

constitutesbeam/17359c4f-ce82-472f-b0cd-20671ade934f

ex:full-context

—

containsbeam/17359c4f-ce82-472f-b0cd-20671ade934f

ex:user-history

—

containsbeam/17359c4f-ce82-472f-b0cd-20671ade934f

ex:current-query

—

containsbeam/17359c4f-ce82-472f-b0cd-20671ade934f

ex:system-state

—

containsbeam/17359c4f-ce82-472f-b0cd-20671ade934f

ex:external-data-sources

—

hasComponentbeam/17359c4f-ce82-472f-b0cd-20671ade934f

ex:user-history

—

hasComponentbeam/17359c4f-ce82-472f-b0cd-20671ade934f

ex:current-query

—

hasComponentbeam/17359c4f-ce82-472f-b0cd-20671ade934f

ex:system-state

—

hasComponentbeam/17359c4f-ce82-472f-b0cd-20671ade934f

ex:external-data-sources

—

typebeam/8c53f93c-330d-4b71-9b2a-a7c521b5200c

ex:Collection

—

labelbeam/8c53f93c-330d-4b71-9b2a-a7c521b5200c

context components

—

typebeam/11402421-e0dd-4257-81f5-18735667d931

ex:Data-Structure

References (7)

7 references

[1]C0dac4b7 A8bf 4fc4 B8c0 172938ac7e751 fact
ctx:claims/beam/c0dac4b7-a8bf-4fc4-b8c0-172938ac7e75
- full textbeam-chunk
  text/plain1 KBdoc:beam/c0dac4b7-a8bf-4fc4-b8c0-172938ac7e75
  Show excerpt
  [Turn 10470] User: I'm trying to optimize the intent precision of my LLM prompts, and I've been experimenting with different context weights. Currently, I'm achieving 88% intent precision on 2,500 test queries, but I want to improve it furt…
[2]5da37977 83e8 48be Bdd8 808083c26ac73 facts
ctx:claims/beam/5da37977-83e8-48be-bdd8-808083c26ac7
[3]A71afa78 3ac4 4931 987f Ad0a5b6a3f5711 facts
ctx:claims/beam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57
- full textbeam-chunk
  text/plain1 KBdoc:beam/a71afa78-3ac4-4931-987f-ad0a5b6a3f57
  Show excerpt
  Identify the different components of your context and assign initial weights. For example: - `user_history` - `current_query` - `system_state` - `external_data_sources` ### Step 2: Generate Weight Combinations Use a systematic approach t…
[4]3f4c4caf 7cac 4379 9d6d 0d4735a709bb1 fact
ctx:claims/beam/3f4c4caf-7cac-4379-9d6d-0d4735a709bb
- full textbeam-chunk
  text/plain1 KBdoc:beam/3f4c4caf-7cac-4379-9d6d-0d4735a709bb
  Show excerpt
  # Output the best combination of weights print(f"Best Intent Precision: {best_precision}") print(f"Best Weights: {best_weights}") ``` ### Explanation 1. **Define Context Components and Initial Weights**: Identify the components of your co…
[5]17359c4f Ce82 472f B0cd 20671ade934f15 facts
ctx:claims/beam/17359c4f-ce82-472f-b0cd-20671ade934f
- full textbeam-chunk
  text/plain1 KBdoc:beam/17359c4f-ce82-472f-b0cd-20671ade934f
  Show excerpt
``` Replace the placeholder functions with your actual logic to evaluate the intent precision. Would you like to proceed with these steps or do you have any specific questions about any part of the process? [Turn 10474] User: Sure, let's…
[6]8c53f93c 330d 4b71 9b2a A7c521b5200c2 facts
ctx:claims/beam/8c53f93c-330d-4b71-9b2a-a7c521b5200c
- full textbeam-chunk
  text/plain1 KBdoc:beam/8c53f93c-330d-4b71-9b2a-a7c521b5200c
  Show excerpt
  # Evaluate the precision precision = evaluate_intent_precision(normalized_weights, test_queries) # Track the best combination if precision > best_precision: best_precision = precision best_weights = norm…
[7]11402421 E0dd 4257 81f5 18735667d9311 fact
ctx:claims/beam/11402421-e0dd-4257-81f5-18735667d931
- full textbeam-chunk
  text/plain1 KBdoc:beam/11402421-e0dd-4257-81f5-18735667d931
  Show excerpt
  2. **Refine the Search**: If the initial search does not yield significant improvements, consider narrowing down the range or using more sophisticated optimization techniques. 3. **Validate Results**: Validate the results on a separate vali…

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Context Components

Inbound mentions (17)

isComponentOfIs Component of(4)

isMemberOfIs Member of(4)

requiresRequires(2)

definesDefines(1)

hasComponentHas Component(1)

hasPartHas Part(1)

involvesIdentificationInvolves Identification(1)

producesProduces(1)

suggestedContextComponentsSuggested Context Components(1)

usesUses(1)

Other facts (31)

Timeline

References (7)

See also

Keep researching

`isComponentOf`Is Component of(4)

`isMemberOf`Is Member of(4)

`requires`Requires(2)

`defines`Defines(1)

`hasComponent`Has Component(1)

`hasPart`Has Part(1)

`involvesIdentification`Involves Identification(1)

`produces`Produces(1)

`suggestedContextComponents`Suggested Context Components(1)

`uses`Uses(1)