Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006413

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

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006414

distance 0.208

#2 · Kolhapurcell 4800002672

distance 0.277

#3 · Kolhapurcell 4800006052

distance 0.282

#4 · Sanglicell 4930000778

distance 0.289 · cross-district

#5 · Kolhapurcell 4800006246

distance 0.304

#6 · Kolhapurcell 4800006390

distance 0.313

#7 · Kolhapurcell 4800006180

distance 0.313

#8 · Kolhapurcell 4800006381

distance 0.314

#9 · Sataracell 4940000159

distance 0.316 · cross-district

#10 · Kolhapurcell 4800006206

distance 0.319

#11 · Kolhapurcell 4800003046

distance 0.324

#12 · Kolhapurcell 4800006337

distance 0.329

#13 · Sataracell 4940003054

distance 0.33 · cross-district

#14 · Kolhapurcell 4800006199

distance 0.332

#15 · Kolhapurcell 4800006389

distance 0.335

#16 · Sataracell 4940001471

distance 0.336 · cross-district

#17 · Kolhapurcell 4800005080

distance 0.337

#18 · Kolhapurcell 4800006323

distance 0.34

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":4800006413}}}'

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.