Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003842

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005168

distance 0.259

#2 · Kolhapurcell 4800002804

distance 0.318

#3 · Kolhapurcell 4800002803

distance 0.323

#4 · Kolhapurcell 4800003198

distance 0.348

#5 · Kolhapurcell 4800005340

distance 0.358

#6 · Kolhapurcell 4800003757

distance 0.372

#7 · Kolhapurcell 4800003064

distance 0.375

#8 · Kolhapurcell 4800003022

distance 0.396

#9 · Kolhapurcell 4800005803

distance 0.396

#10 · Kolhapurcell 4800005422

distance 0.398

#11 · Kolhapurcell 4800003902

distance 0.402

#12 · Sanglicell 4930003162

distance 0.402 · cross-district

#13 · Kolhapurcell 4800003758

distance 0.405

#14 · Kolhapurcell 4800003065

distance 0.406

#15 · Nashikcell 4870009579

distance 0.408 · cross-district

#16 · Ratnagiricell 4920001506

distance 0.41 · cross-district

#17 · Kolhapurcell 4800003917

distance 0.417

#18 · Kolhapurcell 4800004828

distance 0.419

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":4800003842}}}'

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.