Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003786

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003229

distance 0.201

#2 · Kolhapurcell 4800003717

distance 0.219

#3 · Kolhapurcell 4800003257

distance 0.222

#4 · Sataracell 4940000044

distance 0.224 · cross-district

#5 · Kolhapurcell 4800003730

distance 0.226

#6 · Beedcell 4700001713

distance 0.229 · cross-district

#7 · Kolhapurcell 4800003365

distance 0.236

#8 · Kolhapurcell 4800003785

distance 0.243

#9 · Beedcell 4700005376

distance 0.244 · cross-district

#10 · Kolhapurcell 4800003778

distance 0.245

#11 · Sataracell 4940000022

distance 0.248 · cross-district

#12 · Sataracell 4940003509

distance 0.252 · cross-district

#13 · Sataracell 4940002613

distance 0.253 · cross-district

#14 · Kolhapurcell 4800003721

distance 0.255

#15 · Sataracell 4940001044

distance 0.255 · cross-district

#16 · Sataracell 4940000919

distance 0.257 · cross-district

#17 · Beedcell 4700006524

distance 0.257 · cross-district

#18 · Kolhapurcell 4800003652

distance 0.257

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":4800003786}}}'

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.