Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003671

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.245

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011981

distance 0.245 · cross-district

#2 · Sataracell 4940000881

distance 0.254 · cross-district

#3 · Sanglicell 4930004376

distance 0.258 · cross-district

#4 · Kolhapurcell 4800001910

distance 0.261

#5 · Sanglicell 4930001569

distance 0.261 · cross-district

#6 · Amravaticell 4680005253

distance 0.262 · cross-district

#7 · Solapurcell 4960012053

distance 0.263 · cross-district

#8 · Solapurcell 4960004554

distance 0.264 · cross-district

#9 · Akolacell 4670004477

distance 0.265 · cross-district

#10 · Sanglicell 4930004524

distance 0.265 · cross-district

#11 · Solapurcell 4960011984

distance 0.266 · cross-district

#12 · Sanglicell 4930005545

distance 0.267 · cross-district

#13 · Ahmednagarcell 4660014191

distance 0.268 · cross-district

#14 · Sanglicell 4930005676

distance 0.269 · cross-district

#15 · Sanglicell 4930006395

distance 0.27 · cross-district

#16 · Kolhapurcell 4800005303

distance 0.271

#17 · Sataracell 4940008436

distance 0.273 · cross-district

#18 · Sataracell 4940000477

distance 0.274 · 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":4800003671}}}'

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.