Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002197

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001245

distance 0.272

#2 · Kolhapurcell 4800001485

distance 0.284

#3 · Kolhapurcell 4800001478

distance 0.286

#4 · Kolhapurcell 4800001642

distance 0.302

#5 · Kolhapurcell 4800001422

distance 0.307

#6 · Kolhapurcell 4800001935

distance 0.314

#7 · Kolhapurcell 4800001428

distance 0.326

#8 · Kolhapurcell 4800001302

distance 0.328

#9 · Kolhapurcell 4800002039

distance 0.334

#10 · Kolhapurcell 4800001537

distance 0.339

#11 · Kolhapurcell 4800001479

distance 0.345

#12 · Kolhapurcell 4800005280

distance 0.351

#13 · Yavatmalcell 5000010408

distance 0.356 · cross-district

#14 · Kolhapurcell 4800001239

distance 0.363

#15 · Jalnacell 4790004585

distance 0.371 · cross-district

#16 · Jalnacell 4790004676

distance 0.375 · cross-district

#17 · Kolhapurcell 4800002142

distance 0.378

#18 · Kolhapurcell 4800001299

distance 0.385

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":4800002197}}}'

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.