Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002324

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 10 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.312

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002229

distance 0.312

#2 · Kolhapurcell 4800002272

distance 0.346

#3 · Kolhapurcell 4800002273

distance 0.351

#4 · Kolhapurcell 4800002422

distance 0.43

#5 · Kolhapurcell 4800002277

distance 0.456

#6 · Kolhapurcell 4800002227

distance 0.457

#7 · Raigadcell 4910005038

distance 0.491 · cross-district

#8 · Jalgaoncell 4780004503

distance 0.491 · cross-district

#9 · Yavatmalcell 5000006276

distance 0.498 · cross-district

#10 · Yavatmalcell 5000011511

distance 0.501 · cross-district

#11 · Ahmednagarcell 4660010132

distance 0.504 · cross-district

#12 · Chandrapurcell 4730005108

distance 0.541 · cross-district

#13 · Kolhapurcell 4800002180

distance 0.544

#14 · Nashikcell 4870001320

distance 0.559 · cross-district

#15 · Ratnagiricell 4920003082

distance 0.573 · cross-district

#16 · Kolhapurcell 4800002226

distance 0.587

#17 · Nagpurcell 4840008605

distance 0.589 · cross-district

#18 · Gadchirolicell 4750000086

distance 0.595 · 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":4800002324}}}'

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.