Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006024

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

0.286

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920002209

distance 0.286 · cross-district

#2 · Kolhapurcell 4800006021

distance 0.286

#3 · Ratnagiricell 4920001803

distance 0.314 · cross-district

#4 · Ratnagiricell 4920001852

distance 0.322 · cross-district

#5 · Ratnagiricell 4920002206

distance 0.33 · cross-district

#6 · Ratnagiricell 4920002210

distance 0.353 · cross-district

#7 · Ratnagiricell 4920001804

distance 0.361 · cross-district

#8 · Ratnagiricell 4920001845

distance 0.373 · cross-district

#9 · Ratnagiricell 4920002207

distance 0.377 · cross-district

#10 · Ratnagiricell 4920000593

distance 0.378 · cross-district

#11 · Ratnagiricell 4920002616

distance 0.38 · cross-district

#12 · Ratnagiricell 4920002201

distance 0.386 · cross-district

#13 · Ratnagiricell 4920002048

distance 0.392 · cross-district

#14 · Kolhapurcell 4800006263

distance 0.394

#15 · Kolhapurcell 4800005499

distance 0.396

#16 · Ratnagiricell 4920002433

distance 0.397 · cross-district

#17 · Kolhapurcell 4800006241

distance 0.397

#18 · Ratnagiricell 4920002692

distance 0.401 · 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":4800006024}}}'

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.