Observatory
Knowledge Observatory
The edges, gaps and recurring structures of the current atlas — candidates to investigate, not established knowledge.
Derived deterministically from the canonical graph (fingerprint fp_4cdbeb61e82db0a7). Nothing here is canonical; human reviews so far: 0.
Bridge opportunities (2)
Two mature disciplines share several specific reasoning patterns but are not directly linked — is a mechanism missing?
- Bridge opportunityCandidate · needs review
epidemiology ⇄ microbiology
epidemiology and microbiology share 2 specific reasoning patterns but no direct link — is a real mechanism missing?
Signals (3)
- shared-mental-model — share the pattern model:bayesian-updating
- shared-mental-model — share the pattern model:triangulation
- no-direct-bridge — no direct cross-disciplinary relation
Detector: bridge-opportunity-detector v1
- Bridge opportunityCandidate · needs review
geometry ⇄ mathematics
geometry and mathematics share 2 specific reasoning patterns but no direct link — is a real mechanism missing?
Signals (3)
- shared-mental-model — share the pattern model:recursion
- shared-mental-model — share the pattern model:symmetry
- no-direct-bridge — no direct cross-disciplinary relation
Detector: bridge-opportunity-detector v1
Possible duplicates (42)
Concept pairs with high label/neighbourhood similarity — the same concept, or genuinely distinct?
- Possible duplicateCandidate · needs review
Absolute threshold of hearing ↔ Hearing Threshold
Are “Absolute threshold of hearing” and “Hearing Threshold” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.73
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Sensor ↔ Active sensor
Are “Sensor” and “Active sensor” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.79
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Population age structure ↔ Age Structure
Are “Population age structure” and “Age Structure” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.81
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Organ ↔ Organ
Are “Organ” and “Organ” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.89
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Arrhythmia ↔ Cardiac Arrhythmia
Are “Arrhythmia” and “Cardiac Arrhythmia” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.76
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Bernoulli's principle ↔ Bernoulli's Principle
Are “Bernoulli's principle” and “Bernoulli's Principle” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.72
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Nuclear chain reaction ↔ Nuclear Chain Reaction
Are “Nuclear chain reaction” and “Nuclear Chain Reaction” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.84
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Circumstellar habitable zone ↔ Continuously habitable zone
Are “Circumstellar habitable zone” and “Continuously habitable zone” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.76
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Computational complexity theory ↔ Computational Complexity
Are “Computational complexity theory” and “Computational Complexity” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.72
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Dance notation ↔ Dance notation
Are “Dance notation” and “Dance notation” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.89
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Dark energy ↔ Dynamical dark energy
Are “Dark energy” and “Dynamical dark energy” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.75
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Dialogue ↔ Dialogue
Are “Dialogue” and “Dialogue” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.77
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Discrete Fourier transform ↔ Fast Fourier transform
Are “Discrete Fourier transform” and “Fast Fourier transform” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.75
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Dose–response ↔ Dose–Response Relationship
Are “Dose–response” and “Dose–Response Relationship” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.87
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Half-life ↔ Drug Half-Life
Are “Half-life” and “Drug Half-Life” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.72
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Landform ↔ Landform
Are “Landform” and “Landform” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.84
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Exoskeleton ↔ Exoskeleton
Are “Exoskeleton” and “Exoskeleton” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.84
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Foundation ↔ Foundation
Are “Foundation” and “Foundation” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.72
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Standard genetic code ↔ Genetic code
Are “Standard genetic code” and “Genetic code” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.77
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Geographic information system ↔ Geographic information system
Are “Geographic information system” and “Geographic information system” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.76
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Mass Balance ↔ Mass balance
Are “Mass Balance” and “Mass balance” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.73
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Human migration ↔ Migration
Are “Human migration” and “Migration” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.73
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Improvisation ↔ Improvisation
Are “Improvisation” and “Improvisation” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.80
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Improvisation ↔ Improvisation
Are “Improvisation” and “Improvisation” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.87
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Improvisation ↔ Improvisation
Are “Improvisation” and “Improvisation” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.79
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Information ↔ Information asymmetry
Are “Information” and “Information asymmetry” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.73
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Intentionality ↔ Intentionality
Are “Intentionality” and “Intentionality” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.74
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Limit ↔ Limit
Are “Limit” and “Limit” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.79
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Modulation ↔ Modulation
Are “Modulation” and “Modulation” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.82
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Rehabilitation ↔ Musculoskeletal rehabilitation
Are “Rehabilitation” and “Musculoskeletal rehabilitation” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.77
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Nuclear fusion ↔ Nuclear fusion
Are “Nuclear fusion” and “Nuclear fusion” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.77
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Numerical Integration ↔ Numerical integration
Are “Numerical Integration” and “Numerical integration” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.87
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
P-wave ↔ S-wave
Are “P-wave” and “S-wave” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.73
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Syntactic parsing ↔ Parsing
Are “Syntactic parsing” and “Parsing” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.73
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Sensor ↔ Passive sensor
Are “Sensor” and “Passive sensor” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.76
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Polymer ↔ Polymer
Are “Polymer” and “Polymer” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.77
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Sensor ↔ Sensor
Are “Sensor” and “Sensor” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.87
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Signifier and signified ↔ Signified
Are “Signifier and signified” and “Signified” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.79
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Type II supernova ↔ Type Ia supernova
Are “Type II supernova” and “Type Ia supernova” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.79
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Surface-area-to-volume ratio ↔ Surface-to-Volume Ratio
Are “Surface-area-to-volume ratio” and “Surface-to-Volume Ratio” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.78
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Titration ↔ Titration
Are “Titration” and “Titration” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.78
Detector: duplicate-detector v1
- Possible duplicateCandidate · needs review
Transistor ↔ Transistor
Are “Transistor” and “Transistor” the same concept, or genuinely distinct?
Signals (1)
- collision — label/neighbourhood similarity 0.83
Detector: duplicate-detector v1
Structure
Recurring structures in the graph — and reasoning patterns that may apply where none is assigned to any member yet.
Recurring structures (25)
- Feedback loop2-cycleAttributionProvenance
- Feedback loop2-cycleBalance trainingProprioception
- Feedback loop2-cycleConvolutionDigital filter
- Feedback loop2-cycleFactorialPermutation
- Feedback loop2-cycleImageryFigurative language
- Feedback loop2-cycleLightingWhite balance
- Feedback loop2-cycleLimitRate of change
- Feedback loop2-cycleReserveSolvency
- Feedback loop3-cycleCellular respirationATPMitochondrion
- Feedback loop3-cycleGlacierGlacier FlowGlacial Erosion
- Feedback loop3-cycleLoss DistributionExpected ValuePremium
- Feedback loop3-cycleMusical keyHarmonyTonality
- Feedback loop3-cycleNews valueGatekeepingAgenda-Setting
- Feedback loop3-cycleStylePeriodCanon
- Convergence8 converging causesCrop Yield
- Convergence8 converging causesPhotosynthesis
- Convergence8 converging causesProbability
- Convergence8 converging causesTemperature
- Convergence7 converging causesClimate
- Convergence7 converging causesLight (sunlight)
- Convergence7 converging causesNatural selection
- Convergence6 converging causesGreenhouse effect
- Convergence6 converging causesMagnetic field
- Convergence6 converging causesTimbre
- Convergence6 converging causesWater (H₂O)
Candidate mental models (14)
- Candidate mental modelCandidate · needs review
News value → Gatekeeping → Agenda-Setting
These concepts form a feedback loop — does the “feedback loop” mental model apply here?
Signals (2)
- structural — 3-cycle over causal/dependency edges
- structural — no member carries the feedback-loop mental model
Detector: mental-model-miner v1
- Candidate mental modelCandidate · needs review
Cellular respiration → ATP → Mitochondrion
These concepts form a feedback loop — does the “feedback loop” mental model apply here?
Signals (2)
- structural — 3-cycle over causal/dependency edges
- structural — no member carries the feedback-loop mental model
Detector: mental-model-miner v1
- Candidate mental modelCandidate · needs review
Attribution → Provenance
These concepts form a feedback loop — does the “feedback loop” mental model apply here?
Signals (2)
- structural — 2-cycle over causal/dependency edges
- structural — no member carries the feedback-loop mental model
Detector: mental-model-miner v1
- Candidate mental modelCandidate · needs review
Balance training → Proprioception
These concepts form a feedback loop — does the “feedback loop” mental model apply here?
Signals (2)
- structural — 2-cycle over causal/dependency edges
- structural — no member carries the feedback-loop mental model
Detector: mental-model-miner v1
- Candidate mental modelCandidate · needs review
Style → Period → Canon
These concepts form a feedback loop — does the “feedback loop” mental model apply here?
Signals (2)
- structural — 3-cycle over causal/dependency edges
- structural — no member carries the feedback-loop mental model
Detector: mental-model-miner v1
- Candidate mental modelCandidate · needs review
Convolution → Digital filter
These concepts form a feedback loop — does the “feedback loop” mental model apply here?
Signals (2)
- structural — 2-cycle over causal/dependency edges
- structural — no member carries the feedback-loop mental model
Detector: mental-model-miner v1
- Candidate mental modelCandidate · needs review
Loss Distribution → Expected Value → Premium
These concepts form a feedback loop — does the “feedback loop” mental model apply here?
Signals (2)
- structural — 3-cycle over causal/dependency edges
- structural — no member carries the feedback-loop mental model
Detector: mental-model-miner v1
- Candidate mental modelCandidate · needs review
Factorial → Permutation
These concepts form a feedback loop — does the “feedback loop” mental model apply here?
Signals (2)
- structural — 2-cycle over causal/dependency edges
- structural — no member carries the feedback-loop mental model
Detector: mental-model-miner v1
- Candidate mental modelCandidate · needs review
Imagery → Figurative language
These concepts form a feedback loop — does the “feedback loop” mental model apply here?
Signals (2)
- structural — 2-cycle over causal/dependency edges
- structural — no member carries the feedback-loop mental model
Detector: mental-model-miner v1
- Candidate mental modelCandidate · needs review
Glacier → Glacier Flow → Glacial Erosion
These concepts form a feedback loop — does the “feedback loop” mental model apply here?
Signals (2)
- structural — 3-cycle over causal/dependency edges
- structural — no member carries the feedback-loop mental model
Detector: mental-model-miner v1
- Candidate mental modelCandidate · needs review
Musical key → Harmony → Tonality
These concepts form a feedback loop — does the “feedback loop” mental model apply here?
Signals (2)
- structural — 3-cycle over causal/dependency edges
- structural — no member carries the feedback-loop mental model
Detector: mental-model-miner v1
- Candidate mental modelCandidate · needs review
Lighting → White balance
These concepts form a feedback loop — does the “feedback loop” mental model apply here?
Signals (2)
- structural — 2-cycle over causal/dependency edges
- structural — no member carries the feedback-loop mental model
Detector: mental-model-miner v1
- Candidate mental modelCandidate · needs review
Limit → Rate of change
These concepts form a feedback loop — does the “feedback loop” mental model apply here?
Signals (2)
- structural — 2-cycle over causal/dependency edges
- structural — no member carries the feedback-loop mental model
Detector: mental-model-miner v1
- Candidate mental modelCandidate · needs review
Reserve → Solvency
These concepts form a feedback loop — does the “feedback loop” mental model apply here?
Signals (2)
- structural — 2-cycle over causal/dependency edges
- structural — no member carries the feedback-loop mental model
Detector: mental-model-miner v1