Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002794

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

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003525

distance 0.313

#2 · Beedcell 4700006122

distance 0.316 · cross-district

#3 · Kolhapurcell 4800006260

distance 0.316

#4 · Kolhapurcell 4800002886

distance 0.319

#5 · Sataracell 4940004335

distance 0.331 · cross-district

#6 · Solapurcell 4960007671

distance 0.332 · cross-district

#7 · Kolhapurcell 4800003167

distance 0.343

#8 · Sanglicell 4930000535

distance 0.344 · cross-district

#9 · Sataracell 4940000872

distance 0.345 · cross-district

#10 · Kolhapurcell 4800006107

distance 0.346

#11 · Sataracell 4940001163

distance 0.346 · cross-district

#12 · Kolhapurcell 4800003371

distance 0.352

#13 · Sataracell 4940006373

distance 0.354 · cross-district

#14 · Sanglicell 4930003931

distance 0.358 · cross-district

#15 · Sataracell 4940006261

distance 0.36 · cross-district

#16 · Sanglicell 4930000658

distance 0.361 · cross-district

#17 · Sataracell 4940006681

distance 0.362 · cross-district

#18 · Sataracell 4940000462

distance 0.364 · 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":4800002794}}}'

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.