Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002374

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 7 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.311

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002280

distance 0.311

#2 · Kolhapurcell 4800002182

distance 0.398

#3 · Kolhapurcell 4800002372

distance 0.472

#4 · Chandrapurcell 4730005207

distance 0.543 · cross-district

#5 · Akolacell 4670000304

distance 0.552 · cross-district

#6 · Buldhanacell 4720005865

distance 0.558 · cross-district

#7 · Kolhapurcell 4800002323

distance 0.573

#8 · Nandurbarcell 4860004594

distance 0.576 · cross-district

#9 · Kolhapurcell 4800002271

distance 0.598

#10 · Gadchirolicell 4750000251

distance 0.605 · cross-district

#11 · Gadchirolicell 4750000214

distance 0.608 · cross-district

#12 · Gadchirolicell 4750000180

distance 0.61 · cross-district

#13 · Nandurbarcell 4860004975

distance 0.618 · cross-district

#14 · Kolhapurcell 4800002133

distance 0.621

#15 · Gadchirolicell 4750000585

distance 0.635 · cross-district

#16 · Gadchirolicell 4750000108

distance 0.636 · cross-district

#17 · Dharashivcell 4880004658

distance 0.636 · cross-district

#18 · Kolhapurcell 4800002225

distance 0.641

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":4800002374}}}'

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.