Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006239

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

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920002095

distance 0.264 · cross-district

#2 · Ratnagiricell 4920001605

distance 0.275 · cross-district

#3 · Kolhapurcell 4800006245

distance 0.286

#4 · Ratnagiricell 4920002150

distance 0.327 · cross-district

#5 · Ratnagiricell 4920002047

distance 0.335 · cross-district

#6 · Ratnagiricell 4920002051

distance 0.341 · cross-district

#7 · Ratnagiricell 4920001943

distance 0.344 · cross-district

#8 · Ratnagiricell 4920002097

distance 0.35 · cross-district

#9 · Ratnagiricell 4920001845

distance 0.354 · cross-district

#10 · Ratnagiricell 4920000648

distance 0.356 · cross-district

#11 · Ratnagiricell 4920002796

distance 0.356 · cross-district

#12 · Ratnagiricell 4920002099

distance 0.356 · cross-district

#13 · Ratnagiricell 4920002537

distance 0.357 · cross-district

#14 · Ratnagiricell 4920002745

distance 0.367 · cross-district

#15 · Ratnagiricell 4920002197

distance 0.369 · cross-district

#16 · Kolhapurcell 4800002709

distance 0.375

#17 · Ratnagiricell 4920002050

distance 0.379 · cross-district

#18 · Ratnagiricell 4920002313

distance 0.382 · 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":4800006239}}}'

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.