Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004007

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004757

distance 0.156

#2 · Kolhapurcell 4800004086

distance 0.19

#3 · Kolhapurcell 4800004583

distance 0.195

#4 · Sanglicell 4930003414

distance 0.208 · cross-district

#5 · Kolhapurcell 4800005032

distance 0.209

#6 · Kolhapurcell 4800004517

distance 0.213

#7 · Kolhapurcell 4800004496

distance 0.214

#8 · Kolhapurcell 4800003865

distance 0.214

#9 · Kolhapurcell 4800004671

distance 0.216

#10 · Jalnacell 4790003819

distance 0.227 · cross-district

#11 · Sanglicell 4930003402

distance 0.23 · cross-district

#12 · Nandedcell 4850003088

distance 0.232 · cross-district

#13 · Sanglicell 4930003939

distance 0.233 · cross-district

#14 · Kolhapurcell 4800004459

distance 0.235

#15 · Parbhanicell 4890002486

distance 0.236 · cross-district

#16 · Kolhapurcell 4800004265

distance 0.236

#17 · Kolhapurcell 4800003863

distance 0.237

#18 · Beedcell 4700008433

distance 0.238 · 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":4800004007}}}'

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.