Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005973

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006373

distance 0.272

#2 · Kolhapurcell 4800005488

distance 0.296

#3 · Kolhapurcell 4800005972

distance 0.324

#4 · Kolhapurcell 4800005239

distance 0.333

#5 · Kolhapurcell 4800005920

distance 0.336

#6 · Kolhapurcell 4800006216

distance 0.338

#7 · Kolhapurcell 4800006245

distance 0.339

#8 · Ratnagiricell 4920002087

distance 0.34 · cross-district

#9 · Kolhapurcell 4800005654

distance 0.342

#10 · Ratnagiricell 4920002475

distance 0.348 · cross-district

#11 · Kolhapurcell 4800006196

distance 0.354

#12 · Ratnagiricell 4920002086

distance 0.36 · cross-district

#13 · Kolhapurcell 4800006169

distance 0.36

#14 · Kolhapurcell 4800005154

distance 0.361

#15 · Ratnagiricell 4920002094

distance 0.364 · cross-district

#16 · Kolhapurcell 4800006032

distance 0.372

#17 · Kolhapurcell 4800005153

distance 0.372

#18 · Ratnagiricell 4920001371

distance 0.373 · 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":4800005973}}}'

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.