Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006383

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006384

distance 0.22

#2 · Kolhapurcell 4800006216

distance 0.272

#3 · Kolhapurcell 4800006025

distance 0.3

#4 · Ratnagiricell 4920001555

distance 0.335 · cross-district

#5 · Ratnagiricell 4920002420

distance 0.337 · cross-district

#6 · Ratnagiricell 4920002585

distance 0.337 · cross-district

#7 · Ratnagiricell 4920002427

distance 0.345 · cross-district

#8 · Ratnagiricell 4920002046

distance 0.345 · cross-district

#9 · Kolhapurcell 4800005972

distance 0.35

#10 · Kolhapurcell 4800002564

distance 0.351

#11 · Kolhapurcell 4800006372

distance 0.352

#12 · Ratnagiricell 4920002428

distance 0.355 · cross-district

#13 · Kolhapurcell 4800006424

distance 0.362

#14 · Ratnagiricell 4920001897

distance 0.363 · cross-district

#15 · Ratnagiricell 4920002377

distance 0.364 · cross-district

#16 · Ratnagiricell 4920002139

distance 0.368 · cross-district

#17 · Kolhapurcell 4800002722

distance 0.368

#18 · Ratnagiricell 4920002040

distance 0.369 · 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":4800006383}}}'

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.