Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000409

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

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001206

distance 0.223

#2 · Kolhapurcell 4800000445

distance 0.239

#3 · Kolhapurcell 4800001093

distance 0.268

#4 · Sataracell 4940000462

distance 0.283 · cross-district

#5 · Kolhapurcell 4800003525

distance 0.287

#6 · Raigadcell 4910001462

distance 0.287 · cross-district

#7 · Kolhapurcell 4800001138

distance 0.29

#8 · Ratnagiricell 4920004497

distance 0.291 · cross-district

#9 · Kolhapurcell 4800001129

distance 0.302

#10 · Kolhapurcell 4800000322

distance 0.302

#11 · Sataracell 4940001163

distance 0.309 · cross-district

#12 · Sataracell 4940004957

distance 0.31 · cross-district

#13 · Sataracell 4940006681

distance 0.311 · cross-district

#14 · Kolhapurcell 4800000430

distance 0.319

#15 · Kolhapurcell 4800000726

distance 0.32

#16 · Sataracell 4940001109

distance 0.321 · cross-district

#17 · Kolhapurcell 4800001209

distance 0.322

#18 · Kolhapurcell 4800001091

distance 0.323

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":4800000409}}}'

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.