Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002181

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 9 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.54

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910004991

distance 0.54 · cross-district

#2 · Kolhapurcell 4800002275

distance 0.57

#3 · Chandrapurcell 4730005110

distance 0.599 · cross-district

#4 · Nashikcell 4870001233

distance 0.633 · cross-district

#5 · Nagpurcell 4840008619

distance 0.634 · cross-district

#6 · Gadchirolicell 4750000086

distance 0.647 · cross-district

#7 · Dharashivcell 4880005338

distance 0.652 · cross-district

#8 · Gadchirolicell 4750000023

distance 0.701 · cross-district

#9 · Dharashivcell 4880005337

distance 0.704 · cross-district

#10 · Gadchirolicell 4750000011

distance 0.71 · cross-district

#11 · Gadchirolicell 4750000130

distance 0.722 · cross-district

#12 · Thanecell 4970002941

distance 0.722 · cross-district

#13 · Gadchirolicell 4750000153

distance 0.725 · cross-district

#14 · Kolhapurcell 4800002321

distance 0.73

#15 · Gadchirolicell 4750000040

distance 0.735 · cross-district

#16 · Nagpurcell 4840001193

distance 0.741 · cross-district

#17 · Gadchirolicell 4750000010

distance 0.743 · cross-district

#18 · Yavatmalcell 5000011479

distance 0.744 · 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":4800002181}}}'

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.