Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002321

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 8 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.564

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960006938

distance 0.564 · cross-district

#2 · Yavatmalcell 5000011406

distance 0.576 · cross-district

#3 · Gadchirolicell 4750000086

distance 0.584 · cross-district

#4 · Wardhacell 4980003709

distance 0.598 · cross-district

#5 · Gadchirolicell 4750000153

distance 0.623 · cross-district

#6 · Gadchirolicell 4750000130

distance 0.628 · cross-district

#7 · Gadchirolicell 4750000108

distance 0.691 · cross-district

#8 · Chandrapurcell 4730005303

distance 0.707 · cross-district

#9 · Raigadcell 4910004991

distance 0.71 · cross-district

#10 · Gadchirolicell 4750000658

distance 0.712 · cross-district

#11 · Kolhapurcell 4800002181

distance 0.73

#12 · Gadchirolicell 4750000040

distance 0.748 · cross-district

#13 · Gadchirolicell 4750000024

distance 0.751 · cross-district

#14 · Gadchirolicell 4750000180

distance 0.757 · cross-district

#15 · Dharashivcell 4880005338

distance 0.758 · cross-district

#16 · Gadchirolicell 4750000622

distance 0.761 · cross-district

#17 · Solapurcell 4960010975

distance 0.761 · cross-district

#18 · Raigadcell 4910001646

distance 0.77 · 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":4800002321}}}'

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.