Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002563

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

0.309

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002765

distance 0.309

#2 · Ratnagiricell 4920003687

distance 0.325 · cross-district

#3 · Ratnagiricell 4920003315

distance 0.326 · cross-district

#4 · Kolhapurcell 4800002571

distance 0.329

#5 · Ratnagiricell 4920001415

distance 0.339 · cross-district

#6 · Kolhapurcell 4800003619

distance 0.34

#7 · Ratnagiricell 4920003411

distance 0.345 · cross-district

#8 · Ratnagiricell 4920003006

distance 0.346 · cross-district

#9 · Kolhapurcell 4800002760

distance 0.353

#10 · Ratnagiricell 4920003499

distance 0.354 · cross-district

#11 · Kolhapurcell 4800003335

distance 0.36

#12 · Kolhapurcell 4800003119

distance 0.363

#13 · Ratnagiricell 4920002968

distance 0.364 · cross-district

#14 · Kolhapurcell 4800003153

distance 0.368

#15 · Kolhapurcell 4800003152

distance 0.368

#16 · Kolhapurcell 4800003237

distance 0.37

#17 · Ratnagiricell 4920003454

distance 0.373 · cross-district

#18 · Kolhapurcell 4800003038

distance 0.374

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":4800002563}}}'

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.