Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006021

The MH-36 locality cells most similar to this Kolhapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006241

distance 0.224

#2 · Kolhapurcell 4800006240

distance 0.24

#3 · Kolhapurcell 4800006024

distance 0.286

#4 · Ratnagiricell 4920001954

distance 0.286 · cross-district

#5 · Ratnagiricell 4920001750

distance 0.315 · cross-district

#6 · Ratnagiricell 4920001852

distance 0.318 · cross-district

#7 · Ratnagiricell 4920001803

distance 0.319 · cross-district

#8 · Kolhapurcell 4800006244

distance 0.32

#9 · Ratnagiricell 4920002210

distance 0.327 · cross-district

#10 · Ratnagiricell 4920001611

distance 0.332 · cross-district

#11 · Ratnagiricell 4920002102

distance 0.337 · cross-district

#12 · Ratnagiricell 4920002594

distance 0.338 · cross-district

#13 · Ratnagiricell 4920002597

distance 0.34 · cross-district

#14 · Ratnagiricell 4920002493

distance 0.343 · cross-district

#15 · Ratnagiricell 4920002650

distance 0.343 · cross-district

#16 · Ratnagiricell 4920001956

distance 0.347 · cross-district

#17 · Ratnagiricell 4920001563

distance 0.347 · cross-district

#18 · Ratnagiricell 4920001804

distance 0.352 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":480,"cluster_id":4800006021}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.