Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004467

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

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005571

distance 0.236

#2 · Kolhapurcell 4800005569

distance 0.259

#3 · Ratnagiricell 4920000909

distance 0.277 · cross-district

#4 · Kolhapurcell 4800004380

distance 0.301

#5 · Kolhapurcell 4800003022

distance 0.301

#6 · Kolhapurcell 4800005237

distance 0.321

#7 · Kolhapurcell 4800005070

distance 0.33

#8 · Ratnagiricell 4920001001

distance 0.335 · cross-district

#9 · Ratnagiricell 4920000948

distance 0.337 · cross-district

#10 · Kolhapurcell 4800003758

distance 0.351

#11 · Kolhapurcell 4800005650

distance 0.36

#12 · Kolhapurcell 4800003901

distance 0.364

#13 · Kolhapurcell 4800004812

distance 0.375

#14 · Thanecell 4970002463

distance 0.376 · cross-district

#15 · Ratnagiricell 4920001244

distance 0.378 · cross-district

#16 · Kolhapurcell 4800005568

distance 0.381

#17 · Kolhapurcell 4800005323

distance 0.387

#18 · Kolhapurcell 4800006023

distance 0.388

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":4800004467}}}'

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.