Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001995

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002104

distance 0.153

#2 · Kolhapurcell 4800001317

distance 0.187

#3 · Kolhapurcell 4800002116

distance 0.202

#4 · Beedcell 4700004203

distance 0.203 · cross-district

#5 · Beedcell 4700006067

distance 0.205 · cross-district

#6 · Kolhapurcell 4800002537

distance 0.206

#7 · Kolhapurcell 4800002341

distance 0.211

#8 · Beedcell 4700005211

distance 0.212 · cross-district

#9 · Kolhapurcell 4800001515

distance 0.212

#10 · Ahmednagarcell 4660004452

distance 0.215 · cross-district

#11 · Kolhapurcell 4800002443

distance 0.216

#12 · Beedcell 4700005055

distance 0.216 · cross-district

#13 · Beedcell 4700005214

distance 0.218 · cross-district

#14 · Ahmednagarcell 4660004538

distance 0.22 · cross-district

#15 · Kolhapurcell 4800001572

distance 0.225

#16 · Beedcell 4700004710

distance 0.225 · cross-district

#17 · Kolhapurcell 4800002014

distance 0.225

#18 · Kolhapurcell 4800001684

distance 0.229

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":4800001995}}}'

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.