Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006263

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.286

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006245

distance 0.286

#2 · Kolhapurcell 4800006222

distance 0.316

#3 · Kolhapurcell 4800006424

distance 0.365

#4 · Ratnagiricell 4920001845

distance 0.367 · cross-district

#5 · Kolhapurcell 4800005730

distance 0.38

#6 · Kolhapurcell 4800006195

distance 0.381

#7 · Kolhapurcell 4800005727

distance 0.381

#8 · Ratnagiricell 4920001842

distance 0.386 · cross-district

#9 · Kolhapurcell 4800005975

distance 0.387

#10 · Kolhapurcell 4800003573

distance 0.392

#11 · Kolhapurcell 4800006024

distance 0.394

#12 · Ratnagiricell 4920002420

distance 0.394 · cross-district

#13 · Kolhapurcell 4800003703

distance 0.394

#14 · Kolhapurcell 4800006373

distance 0.394

#15 · Kolhapurcell 4800006371

distance 0.399

#16 · Kolhapurcell 4800006221

distance 0.401

#17 · Kolhapurcell 4800006239

distance 0.404

#18 · Kolhapurcell 4800005972

distance 0.407

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":4800006263}}}'

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.