Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002500

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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002540

distance 0.149

#2 · Kolhapurcell 4800002403

distance 0.161

#3 · Kolhapurcell 4800002113

distance 0.171

#4 · Kolhapurcell 4800002165

distance 0.178

#5 · Ahmednagarcell 4660002746

distance 0.18 · cross-district

#6 · Kolhapurcell 4800001378

distance 0.193

#7 · Kolhapurcell 4800002495

distance 0.199

#8 · Ahmednagarcell 4660005068

distance 0.201 · cross-district

#9 · Ahmednagarcell 4660002731

distance 0.207 · cross-district

#10 · Hingolicell 4770003690

distance 0.207 · cross-district

#11 · Ahmednagarcell 4660003119

distance 0.208 · cross-district

#12 · Amravaticell 4680006449

distance 0.213 · cross-district

#13 · Hingolicell 4770003627

distance 0.213 · cross-district

#14 · Kolhapurcell 4800001947

distance 0.214

#15 · Solapurcell 4960010378

distance 0.214 · cross-district

#16 · Solapurcell 4960010381

distance 0.215 · cross-district

#17 · Ahmednagarcell 4660003472

distance 0.216 · cross-district

#18 · Ahmednagarcell 4660001748

distance 0.216 · 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":4800002500}}}'

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.