Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004191

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004437

distance 0.195

#2 · Kolhapurcell 4800005555

distance 0.207

#3 · Sataracell 4940007920

distance 0.219 · cross-district

#4 · Sataracell 4940006374

distance 0.219 · cross-district

#5 · Sanglicell 4930006377

distance 0.22 · cross-district

#6 · Sanglicell 4930005431

distance 0.222 · cross-district

#7 · Punecell 4900001726

distance 0.223 · cross-district

#8 · Punecell 4900002027

distance 0.226 · cross-district

#9 · Nashikcell 4870007037

distance 0.227 · cross-district

#10 · Sanglicell 4930006313

distance 0.228 · cross-district

#11 · Sataracell 4940005721

distance 0.229 · cross-district

#12 · Ahmednagarcell 4660011195

distance 0.229 · cross-district

#13 · Sanglicell 4930006270

distance 0.23 · cross-district

#14 · Ahmednagarcell 4660003203

distance 0.232 · cross-district

#15 · Sataracell 4940008135

distance 0.233 · cross-district

#16 · Sanglicell 4930006469

distance 0.235 · cross-district

#17 · Punecell 4900003487

distance 0.236 · cross-district

#18 · Kolhapurcell 4800005125

distance 0.236

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":4800004191}}}'

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.