results

as donto believed on

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

results is list of processed query results.

592 facts·220 predicates·242 sources·52 in dispute

Mostly:rdf:type(160), contains(20), assigned by(14)

Rdf:typein dispute`rdf:type`

Search Results^[44]all time · Beam
List^[45]all time · E378ac85 303f 4884 Bcbb A0a5baffed84
Variable^[46]all time · C470eab1 38ce 41c3 9d0a F012e744b156
Dictionary^[47]all time · E0061d0f F3f0 455c B9b6 A2a87747795d
Variable^[48]all time · 2bb6562c F92e 4764 Ae3a 38620d660fb1
Outcome^[48]all time · 2bb6562c F92e 4764 Ae3a 38620d660fb1
Variable^[51]all time · 6874c751 8be0 488a 869c E99e9432042e
Variable^[52]all time · 757b9e40 Fb47 4dfe 8d07 Ef4b75f69515
Variable^[53]all time · 887c4e7a 78dc 42d6 B760 Ab0114e4d28f
Query Results^[54]all time · 60ab9372 9811 442b 9f99 A99ec6e6717e

Containsin dispute`contains`

Documents Array^[70]all time · 3d077be4 0a10 4ccd Bb71 719927d7c95a
Response^[84]all time · 5907343a Cb1b 48a5 A7ab 6c02ee27b6f2
Result^[85]all time · 135ceada 80b8 4a0c Be17 B341e5b4287b
Artifact Objects^[88]all time · Ac107768 F3f2 495e Bde9 D56da1f49a2a
Normalized Metadata^[93]all time · 0f3204c9 6254 41cc 9069 Bfe0ea9371f8
Id Field Data^[99]all time · D3060ac4 5d8b 4c26 9520 70ab56f38813
Vector Field Data^[99]all time · D3060ac4 5d8b 4c26 9520 70ab56f38813
D^[108]all time · C5e65b2e 6289 4399 808e 64fe4e0eddce
I^[108]all time · C5e65b2e 6289 4399 808e 64fe4e0eddce
Query Results^[115]all time · Adfabb1c 3382 4bcc 93d2 Ae36f6f2c458

Assigned byin dispute`assignedBy`

Retrieve With Context^[51]all time · 6874c751 8be0 488a 869c E99e9432042e
Retrieve With Context Function^[52]all time · 757b9e40 Fb47 4dfe 8d07 Ef4b75f69515
Engine.search^[79]all time · Ab86a7b2 F677 45b2 B1d3 D2413153a445
Parallel^[93]all time · 0f3204c9 6254 41cc 9069 Bfe0ea9371f8
Executor Map^[95]all time · 59323be7 0344 48af A986 55126680111b
Asyncio.run^[121]all time · 83a56ff6 5d49 4c1d 968b 4281fba646bd
Asyncio.run^[127]all time · 531bc973 46f1 4a9a B8fd F4178c84c36b
process_queries(queries)^[164]all time · 7ba60581 Efb1 48dc Ae4e 5da742180b42
Search and Rerank Call^[176]all time · C69af6f4 3d9f 4d10 90f7 03c88085e85f
Main Function^[177]all time · 9a16ebbe F8d9 46a1 B44c C8ba2dbb6e47

Assigned Fromin dispute`assignedFrom`

Engine Search Method^[78]all time · 95235631 1a67 46a8 B5c1 8cd641b8d728
Asyncio.gather^[84]all time · 5907343a Cb1b 48a5 A7ab 6c02ee27b6f2
Search Vectors Function^[111]all time · 46073acc 6b04 4701 Bd7b E0db2b09431d
Route Query Call^[118]all time · C265cf07 6352 44cd Ba03 Ed8f4af4e9ca
Asyncio.gather^[119]all time · 5d8e33ee 137d 4c55 Affd 5adb97380924
Pipe Execute^[151]all time · 4085637e 80a0 4b33 9d82 9610cba1777e
retrieve_results(preprocessed_query)^[172]all time · E04580bb 1db6 41f9 Ac1e 1afa31381843
pipeline.process_queries(queries)^[178]all time · A0069f1b 60f2 4ca6 8e90 056b7ca805cb
Fetchall^[186]all time · 5825331f 9249 40f8 9c37 Fa519c74bcc1
Rotation Fixes^[199]all time · 18d00a69 62eb 496e A051 617d337d9fc0

Other facts (338)

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.

338 facts

Predicate	Value	Ref
Stores	Retrieve Output	[48]
Stores	processed user requests	[65]
Stores	Request to Result Mapping	[109]
Stores	Query Result	[129]
Stores	Llm Output	[153]
Stores	inference results	[180]
Stores	User Results	[198]
Stores	precision_recall_pairs	[211]
Stores	Token Frequencies	[242]
Has Key	Library	[55]
Has Key	'search_time'	[55]
Has Key	'indexing_time'	[55]
Has Key	'storage_efficiency'	[55]
Has Key	'scalability'	[55]
Has Key	'ease_of_use'	[55]
Has Key	'cost'	[55]
Has Key	Documents Key	[70]
Has Key	result	[199]
Has Value	1	[114]
Has Value	2	[114]
Has Value	3	[114]
Has Value	4	[114]
Has Value	5	[114]
Has Value	6	[114]
Has Value	7	[114]
Has Value	8	[114]
Has Value	9	[114]
Returned by	Run Pipeline	[68]
Returned by	Search	[74]
Returned by	Process Documents Parallel	[93]
Returned by	Handle Queries	[119]
Returned by	Search Response	[136]
Returned by	Parallel Processing Code	[143]
Returned by	Process Chunks	[155]
Returned by	pipeline.execute()	[203]
Stores Value	Recall Rate	[76]
Stores Value	Precision Rate	[76]
Stores Value	F1 Score	[76]
Stores Value	Scalability	[76]
Stores Value	Concurrency Support	[76]
Stores Value	Throughput	[76]
Stores Value	Uptime	[76]
Stores Value	llm_output	[153]
Type	List[str]	[118]
Type	List	[121]
Type	List[search Result]	[136]
Type	list	[149]
Type	tokenized_results	[150]
Type	search_results	[152]
Type	list	[219]
Type	List	[224]
Produced by	Checked Queries	[39]
Produced by	Query Method	[62]
Produced by	Query Execution	[99]
Produced by	Optimization	[162]
Produced by	Sparse Tuning	[170]
Produced by	Code	[171]
Produced by	Executor.map	[197]
Used by	Precision Score	[79]
Used by	Recall Score	[79]
Used by	F1 Score	[79]
Used by	Precision Score	[80]
Used by	Recall Score	[80]
Used by	F1 Score	[80]
Accumulates	Results Dictionary	[45]
Accumulates	Benchmark Results	[45]
Accumulates	Embeddings	[105]
Accumulates	Query Results	[177]
Accumulates	Future Results	[219]
Has Metric	Ease of Integration	[77]
Has Metric	Community Support	[77]
Has Metric	Cost	[77]
Has Metric	Deployment Flexibility	[77]
Has Metric	Security Features	[77]
Is Returned by	Main	[159]
Is Returned by	Main Function	[177]
Is Returned by	Function	[185]
Is Returned by	Pipeline.evaluate	[195]
Is Returned by	Process Queries Parallel	[209]
Require Human Review	Before Treated As Evidence	[32]
Require Human Review	Evidence Treatment	[37]
Require Human Review	before being treated as evidence	[38]
Require Human Review	true	[40]
Element Type	array of token texts	[145]
Element Type	list of integers	[168]
Element Type	Decoded Query	[226]
Element Type	String	[232]
Described As	betterish	[8]
Described As	Binary Array	[79]
Described As	initial search results	[174]
Not Yet Evidence	Pending Review	[32]
Not Yet Evidence	Pending Human Review	[34]
Not Yet Evidence	require human review	[38]
Populated by	Evaluate Tool	[58]
Populated by	Future.result	[198]
Populated by	language	[240]
Accumulates Values	Recall	[58]
Accumulates Values	Precision	[58]
Accumulates Values	F1 Score	[58]
Created by	Tokenizer.decode	[61]

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.

592 undated

—

emptyblah/omega/part-148

true

—

consideredDecentByblah/training-and-evals/part-17

ex:ajaxdavis

—

suggestDeeperInsightblah/watt-activation/part-55

ex:architectural-insight

—

areStrikingblah/watt-activation/part-66

null

—

areInternallyConsistentblah/watt-activation/part-54

true

—

areCredibleblah/watt-activation/part-54

ex:architectural-contribution

—

belongsToblah/watt-activation/part-116

ex:group1

—

showsCompiledSpeedblah/watt-activation/part-157

45.9

—

hasUncertaintyblah/watt-activation/part-189

not sure what noise

—

potentialToGetBelowblah/watt-activation/part-189

ex:current-level-in-1k-steps

—

describedAsblah/watt-activation/part-189

betterish

—

providesStrongEvidenceForblah/watt-activation/part-225

ex:hypothesis

—

outperformsBaselineblah/watt-activation/part-225

null

—

confirmsHypothesisOfblah/watt-activation/part-225

ex:the-designer

—

areDescribedAsblah/watt-activation/part-279

remarkable

—

confirmAnalysisblah/watt-activation/part-279

ex:previous-your-analysis

—

forthcomingblah/watt-activation/part-322

true

—

willLandInblah/watt-activation/part-322

logs/wire_sweep/wire_sweep_results.json

—

withinRuntimeOfblah/watt-activation/part-329

2 seconds

—

narrowsToblah/watt-activation/part-371

ex:binding-vs-preservation

—

significantAtScaleblah/watt-activation/part-381

ex:this-scale

—

existInAbundanceblah/watt-activation/part-380

true

—

containHiddenThingsblah/watt-activation/part-380

true

—

areNumerousblah/watt-activation/part-380

true

—

consistentWithblah/watt-activation/part-426

ex:dyn-h4-prediction-1

—

notYetConsistentWithblah/watt-activation/part-426

ex:dyn-h4-prediction-2

—

partiallyConfirmsblah/watt-activation/part-426

ex:dyn-h4

—

areFinalblah/watt-activation/part-427

ex:at-2k-steps

—

verifiedViablah/watt-activation/part-532

ex:spot-checking

—

verifiedViablah/watt-activation/part-532

ex:merkle-tree-proofs

—

canBeCorruptedblah/watt-activation/part-535

true

—

storedInblah/watt-activation/part-615

ex:redb

—

areClearblah/watt-activation/part-275

ex:story

—

tellClearStoryblah/watt-activation/part-275

ex:experiment-results

—

demonstrateKnowledgeblah/watt-activation/part-275

ex:model

—

equallyGoodtrove-cooktown/north-shore-cooktown

{}

—

stillSecuredtrove-cooktown/north-shore-cooktown

{}

—

satisfactorySoFartrove-cooktown/north-shore-full

null

—

knownViabrackenridge-cairns-1880-1900/trove-new/287000488_Friday-24-July-1891-sporting

telegraph

—

demonstrateTeachingSuccessbrackenridge-cairns-1880-1900/trove-new/39408686_Wednesday-15-July-1908-cooktown-convent-honours

ex:sisters-of-mercy

—

beforeSpeculatingPublicbrackenridge-cairns-1880-1900/trove-new/52041500_Thursday-3-September-1885-northern-mail-news-cooktown

ex:assay-results

—

shouldReturnedProfitsDespiterosie-reynolds-massacre-connection/full-archive-reingestion-2026-05-06-batch-0136

ex:high-costs-new-plant-prices

—

basedOnrosie-reynolds-massacre-connection/pagels-2024-asymmetrical-warfare-qsa-spring-creek-record-series

ex:ammunition-artifacts-locations-features

—

disastrousrosie-reynolds-massacre-connection/downloaded-archives-2026-05-05-2026-05-06-batch-01de2a5a77c3

true

—

disastrousrosie-reynolds-massacre-connection/downloaded-arch-41b50dd97336

ex:department-knew

—

areDuplicateskloey-yap-family-origins | loop 88 | Listium Melbourne item-subpage duplicate corpus search-state record | no family/origin claims

ex:already-preserved-kloeylistium-list-pages

—

surfacedkloey-yap-family-origins | loop 88 | Listium Melbourne item-subpage duplicate corpus search-state record | no family/origin claims

ex:item-subpages-from-kloeylistium-lists

—

surfacedkloey-yap-family-origins | loop 88 | Listium Melbourne item-subpage duplicate corpus search-state record | no family/origin claims

ex:already-preserved-kloeylistium-list-pages

—

notYetEvidencekloey-yap-family-origins | loop 208 | Listium origin-context revisit search-state record

ex:pending-review

—

needHumanVerificationkloey-yap-family-origins | loop 208 | Listium origin-context revisit search-state record

ex:as-evidence

—

requireHumanReviewkloey-yap-family-origins | loop 208 | Listium origin-context revisit search-state record

ex:before-treated-as-evidence

—

notYetEvidenceUntilkloey-yap-family-origins | loop 209 | Behance origin-context revisit search-state record

ex:human-review

—

requiresHumanReviewkloey-yap-family-origins | loop 210 | LinkedIn public-snippet revisit search-state record

ex:to-be-treated-as-evidence

—

notYetEvidencekloey-yap-family-origins | loop 210 | LinkedIn public-snippet revisit search-state record

ex:pending-human-review

—

demandkloey-yap-family-origins | loop 212 | Twitter/X mirror identity-bridge search-state record

ex:manual-verification

—

mustBeTreatedAsEvidenceAfterkloey-yap-family-origins | loop 212 | Twitter/X mirror identity-bridge search-state record

ex:human-review

—

treatedAsEvidenceAfterkloey-yap-family-origins | loop 211 | Figma event mirror / organizer search-state record

ex:human-review

—

requireHumanReviewkloey-yap-family-origins | loop 215 | Apple Community handle/context revisit search-state record

ex:evidence-treatment

—

notYetEvidencekloey-yap-family-origins | loop 216 | Wanderlog Kloey Y. review-context revisit search-state record

require human review

—

requireHumanReviewkloey-yap-family-origins | loop 216 | Wanderlog Kloey Y. review-context revisit search-state record

before being treated as evidence

—

existAsNonExcludedkloey-yap-family-origins | loop 216 | Wanderlog Kloey Y. review-context revisit search-state record

—

producedBykloey-yap-family-origins | loop 214 | Design Pay Asia / product-design ecosystem search-state record

ex:checked-queries

—

precedeskloey-yap-family-origins | loop 214 | Design Pay Asia / product-design ecosystem search-state record

ex:research-interpretation

—

flagsForReviewkloey-yap-family-origins | loop 214 | Design Pay Asia / product-design ecosystem search-state record

ex:human-reviewer

—

requireHumanReviewkloey-yap-family-origins | loop 217 | Given-name spelling variant search-state record

true

—

implyNoDirectHitsOnKloeyYapkloey-yap-family-origins | loop 229 | Exact-phrase job/context search-state record

null

—

requirekloey-yap-family-origins | loop 384 | Visible loop 384 name-order variant search-state record

ex:human-review

—

precedeTreatmentAskloey-yap-family-origins | loop 391 | Visible loop 391 initial and abbreviated public search-state record

ex:evidence

—

requireReviewBykloey-yap-family-origins | loop 391 | Visible loop 391 initial and abbreviated public search-state record

ex:human-reviewer

—

typebeam

ex:SearchResults

—

printedTobeam

ex:stdout

—

isOutputOfbeam

ex:milvus.search

—

isInputTobeam

ex:print-function

—

storedFrombeam

ex:RetrievalModule.retrieve

—

logged bybeam

main function

—

typebeam/e378ac85-303f-4884-bcbb-a0a5baffed84

ex:List

—

accumulatesbeam/e378ac85-303f-4884-bcbb-a0a5baffed84

ex:results-dictionary

—

elementTypesbeam/e378ac85-303f-4884-bcbb-a0a5baffed84

ex:dictionary

—

accumulatesbeam/e378ac85-303f-4884-bcbb-a0a5baffed84

ex:benchmark-results

—

typebeam/c470eab1-38ce-41c3-9d0a-f012e744b156

ex:Variable

—

assignedValuebeam/c470eab1-38ce-41c3-9d0a-f012e744b156

ex:retrieve-function-call

—

typebeam/e0061d0f-f3f0-455c-b9b6-a2a87747795d

ex:Dictionary

—

purposebeam/e0061d0f-f3f0-455c-b9b6-a2a87747795d

store-analysis-results

—

storesbeam/2bb6562c-f92e-4764-ae3a-38620d660fb1

ex:retrieve_output

—

isPrintedbeam/2bb6562c-f92e-4764-ae3a-38620d660fb1

true

—

typebeam/2bb6562c-f92e-4764-ae3a-38620d660fb1

ex:Variable

—

typebeam/2bb6562c-f92e-4764-ae3a-38620d660fb1

ex:Outcome

—

assignedValueOfbeam/2bb6562c-f92e-4764-ae3a-38620d660fb1

ex:profile_function_call

—

extractedFrombeam/5695f942-c8a3-4830-b9d7-1669badaf53e

ex:outputs.last_hidden-state[:, 0, :]

—

movedTobeam/5695f942-c8a3-4830-b9d7-1669badaf53e

ex:CPU

—

variableTypebeam/a103ff0e-1eb4-48ad-a8a5-edc9890d5b72

ex:Dictionary

—

typebeam/6874c751-8be0-488a-869c-e99e9432042e

ex:Variable

—

assignedBybeam/6874c751-8be0-488a-869c-e99e9432042e

ex:retrieve_with_context

—

printedInbeam/6874c751-8be0-488a-869c-e99e9432042e

ex:print_statement_2

—

typebeam/757b9e40-fb47-4dfe-8d07-ef4b75f69515

ex:Variable

—

assignedBybeam/757b9e40-fb47-4dfe-8d07-ef4b75f69515

ex:retrieve_with_context-function

—

typebeam/887c4e7a-78dc-42d6-b760-ab0114e4d28f

ex:Variable

—

labelbeam/887c4e7a-78dc-42d6-b760-ab0114e4d28f

results

—

typebeam/60ab9372-9811-442b-9f99-a99ec6e6717e

ex:QueryResults

—

isPrintedbeam/60ab9372-9811-442b-9f99-a99ec6e6717e

true

—

typebeam/74cf1528-3381-43e8-ba59-a5594c22d0ca

ex:Dictionary

—

structurebeam/74cf1528-3381-43e8-ba59-a5594c22d0ca

library-keyed with metrics values

—

hasKeybeam/74cf1528-3381-43e8-ba59-a5594c22d0ca

ex:library

—

labelbeam/74cf1528-3381-43e8-ba59-a5594c22d0ca

results

—

hasValueForbeam/74cf1528-3381-43e8-ba59-a5594c22d0ca

ex:library

—

hasKeybeam/74cf1528-3381-43e8-ba59-a5594c22d0ca

'search_time'

—

hasKeybeam/74cf1528-3381-43e8-ba59-a5594c22d0ca

'indexing_time'

—

hasKeybeam/74cf1528-3381-43e8-ba59-a5594c22d0ca

'storage_efficiency'

—

hasKeybeam/74cf1528-3381-43e8-ba59-a5594c22d0ca

'scalability'

—

hasKeybeam/74cf1528-3381-43e8-ba59-a5594c22d0ca

'ease_of_use'

—

hasKeybeam/74cf1528-3381-43e8-ba59-a5594c22d0ca

'cost'

—

keyCountbeam/74cf1528-3381-43e8-ba59-a5594c22d0ca

—

typebeam/81b3b381-c7bd-45ef-bd5e-fc0cdc9bd364

ex:OutputData

—

methodbeam/9f797393-50e3-41f0-a90a-ffaea027f129

ex:items

—

typebeam/697d8ceb-4767-4332-ba36-3922b2447184

ex:Dictionary

—

initializationMethodbeam/697d8ceb-4767-4332-ba36-3922b2447184

dictionary_comprehension

—

structurebeam/697d8ceb-4767-4332-ba36-3922b2447184

nested_dictionary_tool_metric

—

populatedBybeam/697d8ceb-4767-4332-ba36-3922b2447184

ex:evaluate_tool

—

storesAsListsbeam/697d8ceb-4767-4332-ba36-3922b2447184

true

—

accumulatesValuesbeam/697d8ceb-4767-4332-ba36-3922b2447184

ex:recall

—

accumulatesValuesbeam/697d8ceb-4767-4332-ba36-3922b2447184

ex:precision

—

accumulatesValuesbeam/697d8ceb-4767-4332-ba36-3922b2447184

ex:f1_score

—

dataStructurebeam/697d8ceb-4767-4332-ba36-3922b2447184

tool-to-metric-to-list mapping

—

accumulationPatternbeam/697d8ceb-4767-4332-ba36-3922b2447184

list-append-per-evaluation

—

nestedStructurebeam/697d8ceb-4767-4332-ba36-3922b2447184

tool -> metric -> list

—

storedBybeam/02270271-7d16-431f-b703-290a62ddc97a

ex:list-per-metric

—

typebeam/f750f866-c88e-4afe-8e28-140d89b9cb27

ex:OutputValue

—

dataStructurebeam/571f6810-0d94-43f6-8085-cf3f1b3c6b35

ex:string

—

createdBybeam/571f6810-0d94-43f6-8085-cf3f1b3c6b35

ex:tokenizer.decode

—

outputTypebeam/571f6810-0d94-43f6-8085-cf3f1b3c6b35

ex:string

—

typebeam/e22de4e4-88a9-4f90-b6c3-0c6bdbd845bf

ex:Array

—

labelbeam/e22de4e4-88a9-4f90-b6c3-0c6bdbd845bf

results

—

producedBybeam/e22de4e4-88a9-4f90-b6c3-0c6bdbd845bf

ex:queryMethod

—

hasElementTypebeam/e22de4e4-88a9-4f90-b6c3-0c6bdbd845bf

ex:Document

—

containsStringIdsbeam/e22de4e4-88a9-4f90-b6c3-0c6bdbd845bf

true

—

typebeam/837f35de-3ee9-47a5-a635-98cff17d7ea2

ex:SearchResults

—

informbeam/d22995fd-6455-478e-9693-7ca7adad21be

improvements

—

frombeam/d22995fd-6455-478e-9693-7ca7adad21be

reviews-and-audits

—

storesbeam/a3e73780-9197-4c6b-93d7-a7a83a4d799b

processed user requests

—

typebeam/5b2b4a3d-3514-4506-b442-ef33a6fc4895

ex:DataStructure

—

labelbeam/5b2b4a3d-3514-4506-b442-ef33a6fc4895

results data structure

—

typebeam/58af948e-ad4f-4c4d-8464-06c37433c965

ex:SearchResults

—

labelbeam/58af948e-ad4f-4c4d-8464-06c37433c965

search results

—

assignedTobeam/58af948e-ad4f-4c4d-8464-06c37433c965

ex:code-snippet

—

typebeam/432e68eb-136a-4326-9afb-202f7c2ee378

ex:Result

—

returnedBybeam/432e68eb-136a-4326-9afb-202f7c2ee378

ex:run_pipeline

—

expectedFormatbeam/432e68eb-136a-4326-9afb-202f7c2ee378

retrieved_documents

—

typebeam/e650fc07-2e1b-4221-8280-32c6fae0d901

ex:Container

—

labelbeam/e650fc07-2e1b-4221-8280-32c6fae0d901

results

—

hasKeybeam/3d077be4-0a10-4ccd-bb71-719927d7c95a

ex:documents-key

—

containsbeam/3d077be4-0a10-4ccd-bb71-719927d7c95a

ex:documents-array

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typebeam/7f60b21c-4eab-4237-a914-68eea3a3a950

ex:Array

—

hasElementTypebeam/7f60b21c-4eab-4237-a914-68eea3a3a950

ex:ResultObject

—

isIncompletebeam/7f60b21c-4eab-4237-a914-68eea3a3a950

true

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hasCommentbeam/7f60b21c-4eab-4237-a914-68eea3a3a950

more results

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outputMethodbeam/5278119f-c632-4b91-b193-f1e7bddf1e64

ex:print

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typebeam/adbf517e-1335-405d-8a65-aca63a92c7f3

ex:Variable

—

returnedBybeam/fc7cf36b-fb78-4d1e-89ff-75395398d5c6

ex:search

—

typebeam/68521a31-659b-4aec-9953-6296ab6ed197

ex:SearchResults

—

isOutputOfbeam/68521a31-659b-4aec-9953-6296ab6ed197

ex:search

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typebeam/6dbe8f35-74b9-40c2-9797-0debc6fb19f9

ex:Dictionary

—