Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003744

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.234

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005476

distance 0.234

#2 · Solapurcell 4960003962

distance 0.243 · cross-district

#3 · Solapurcell 4960003960

distance 0.246 · cross-district

#4 · Sanglicell 4930000471

distance 0.249 · cross-district

#5 · Kolhapurcell 4800003958

distance 0.25

#6 · Kolhapurcell 4800002975

distance 0.253

#7 · Sataracell 4940005339

distance 0.253 · cross-district

#8 · Sanglicell 4930000477

distance 0.255 · cross-district

#9 · Sataracell 4940004590

distance 0.259 · cross-district

#10 · Sataracell 4940008318

distance 0.259 · cross-district

#11 · Sanglicell 4930004075

distance 0.26 · cross-district

#12 · Sataracell 4940008317

distance 0.263 · cross-district

#13 · Kolhapurcell 4800004126

distance 0.265

#14 · Kolhapurcell 4800005136

distance 0.265

#15 · Laturcell 4810004361

distance 0.266 · cross-district

#16 · Sanglicell 4930000904

distance 0.266 · cross-district

#17 · Solapurcell 4960004952

distance 0.267 · cross-district

#18 · Solapurcell 4960009901

distance 0.267 · 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":4800003744}}}'

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.