Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000322

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

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001151

distance 0.187

#2 · Kolhapurcell 4800001209

distance 0.19

#3 · Kolhapurcell 4800001093

distance 0.218

#4 · Kolhapurcell 4800000462

distance 0.231

#5 · Kolhapurcell 4800001138

distance 0.239

#6 · Sataracell 4940006160

distance 0.259 · cross-district

#7 · Kolhapurcell 4800003519

distance 0.268

#8 · Kolhapurcell 4800001092

distance 0.27

#9 · Sataracell 4940005347

distance 0.286 · cross-district

#10 · Kolhapurcell 4800003643

distance 0.286

#11 · Ahmednagarcell 4660011943

distance 0.297 · cross-district

#12 · Kolhapurcell 4800002969

distance 0.3

#13 · Kolhapurcell 4800000409

distance 0.302

#14 · Kolhapurcell 4800000510

distance 0.302

#15 · Kolhapurcell 4800002958

distance 0.302

#16 · Kolhapurcell 4800001084

distance 0.303

#17 · Kolhapurcell 4800003525

distance 0.304

#18 · Kolhapurcell 4800001038

distance 0.305

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":4800000322}}}'

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.