Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002252

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

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002003

distance 0.155

#2 · Kolhapurcell 4800002494

distance 0.158

#3 · Kolhapurcell 4800002495

distance 0.159

#4 · Kolhapurcell 4800002006

distance 0.163

#5 · Kolhapurcell 4800002002

distance 0.178

#6 · Kolhapurcell 4800001609

distance 0.196

#7 · Kolhapurcell 4800001771

distance 0.197

#8 · Kolhapurcell 4800001253

distance 0.198

#9 · Kolhapurcell 4800002007

distance 0.199

#10 · Kolhapurcell 4800002345

distance 0.201

#11 · Kolhapurcell 4800002053

distance 0.211

#12 · Kolhapurcell 4800002109

distance 0.216

#13 · Ahmednagarcell 4660004800

distance 0.231 · cross-district

#14 · Kolhapurcell 4800002490

distance 0.232

#15 · Kolhapurcell 4800002062

distance 0.233

#16 · Kolhapurcell 4800001947

distance 0.235

#17 · Beedcell 4700005367

distance 0.236 · cross-district

#18 · Kolhapurcell 4800002265

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":4800002252}}}'

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.