Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006362

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

0.399

lower = more alike (weighted)

The twins, closest first

#1 · Ratnagiricell 4920002790

distance 0.399 · cross-district

#2 · Kolhapurcell 4800005247

distance 0.405

#3 · Kolhapurcell 4800003630

distance 0.411

#4 · Ratnagiricell 4920002791

distance 0.419 · cross-district

#5 · Ratnagiricell 4920000956

distance 0.427 · cross-district

#6 · Ratnagiricell 4920001559

distance 0.429 · cross-district

#7 · Ratnagiricell 4920001109

distance 0.444 · cross-district

#8 · Ratnagiricell 4920002252

distance 0.452 · cross-district

#9 · Kolhapurcell 4800006197

distance 0.459

#10 · Kolhapurcell 4800005506

distance 0.467

#11 · Ratnagiricell 4920002665

distance 0.472 · cross-district

#12 · Ratnagiricell 4920002912

distance 0.477 · cross-district

#13 · Nashikcell 4870008313

distance 0.484 · cross-district

#14 · Ratnagiricell 4920002181

distance 0.484 · cross-district

#15 · Kolhapurcell 4800003232

distance 0.486

#16 · Ratnagiricell 4920001193

distance 0.491 · cross-district

#17 · Nashikcell 4870008466

distance 0.492 · cross-district

#18 · Ratnagiricell 4920002604

distance 0.492 · cross-district

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":4800006362}}}'

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.