Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003968

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004043

distance 0.101

#2 · Kolhapurcell 4800004536

distance 0.133

#3 · Kolhapurcell 4800004626

distance 0.174

#4 · Kolhapurcell 4800003885

distance 0.176

#5 · Kolhapurcell 4800004630

distance 0.177

#6 · Kolhapurcell 4800003890

distance 0.187

#7 · Kolhapurcell 4800003888

distance 0.19

#8 · Kolhapurcell 4800004452

distance 0.191

#9 · Kolhapurcell 4800004544

distance 0.194

#10 · Kolhapurcell 4800004625

distance 0.198

#11 · Kolhapurcell 4800003970

distance 0.199

#12 · Punecell 4900001318

distance 0.203 · cross-district

#13 · Amravaticell 4680001944

distance 0.205 · cross-district

#14 · Kolhapurcell 4800005722

distance 0.207

#15 · Solapurcell 4960009450

distance 0.211 · cross-district

#16 · Punecell 4900005932

distance 0.212 · cross-district

#17 · Solapurcell 4960007016

distance 0.214 · cross-district

#18 · Solapurcell 4960008665

distance 0.214 · 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":4800003968}}}'

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.