Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002026

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

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001465

distance 0.177

#2 · Kolhapurcell 4800001687

distance 0.187

#3 · Kolhapurcell 4800001781

distance 0.212

#4 · Kolhapurcell 4800002220

distance 0.213

#5 · Kolhapurcell 4800001847

distance 0.236

#6 · Kolhapurcell 4800001839

distance 0.237

#7 · Kolhapurcell 4800001409

distance 0.241

#8 · Sanglicell 4930005962

distance 0.244 · cross-district

#9 · Sanglicell 4930004952

distance 0.245 · cross-district

#10 · Kolhapurcell 4800002128

distance 0.245

#11 · Kolhapurcell 4800001791

distance 0.246

#12 · Sanglicell 4930006185

distance 0.248 · cross-district

#13 · Kolhapurcell 4800001837

distance 0.248

#14 · Kolhapurcell 4800001686

distance 0.248

#15 · Kolhapurcell 4800001410

distance 0.248

#16 · Kolhapurcell 4800002014

distance 0.249

#17 · Kolhapurcell 4800002130

distance 0.25

#18 · Sanglicell 4930006246

distance 0.25 · 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":4800002026}}}'

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.