Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003843

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.573

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750000085

distance 0.573 · cross-district

#2 · Gadchirolicell 4750000060

distance 0.585 · cross-district

#3 · Gadchirolicell 4750000127

distance 0.611 · cross-district

#4 · Gadchirolicell 4750000104

distance 0.618 · cross-district

#5 · Gadchirolicell 4750002795

distance 0.634 · cross-district

#6 · Gadchirolicell 4750000059

distance 0.64 · cross-district

#7 · Gadchirolicell 4750000103

distance 0.641 · cross-district

#8 · Gadchirolicell 4750000176

distance 0.641 · cross-district

#9 · Gadchirolicell 4750000647

distance 0.65 · cross-district

#10 · Gadchirolicell 4750003937

distance 0.652 · cross-district

#11 · Gadchirolicell 4750000177

distance 0.656 · cross-district

#12 · Gadchirolicell 4750000290

distance 0.661 · cross-district

#13 · Gadchirolicell 4750000062

distance 0.665 · cross-district

#14 · Gadchirolicell 4750000422

distance 0.669 · cross-district

#15 · Gadchirolicell 4750000495

distance 0.67 · cross-district

#16 · Dharashivcell 4880005710

distance 0.671 · cross-district

#17 · Gadchirolicell 4750000608

distance 0.672 · cross-district

#18 · Gadchirolicell 4750000379

distance 0.672 · 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":4800003843}}}'

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.