Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003232

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.32

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870009722

distance 0.32 · cross-district

#2 · Kolhapurcell 4800003235

distance 0.336

#3 · Kolhapurcell 4800005506

distance 0.344

#4 · Ratnagiricell 4920002275

distance 0.349 · cross-district

#5 · Kolhapurcell 4800005578

distance 0.355

#6 · Kolhapurcell 4800003189

distance 0.357

#7 · Kolhapurcell 4800002986

distance 0.358

#8 · Kolhapurcell 4800005255

distance 0.361

#9 · Ratnagiricell 4920002729

distance 0.361 · cross-district

#10 · Thanecell 4970002534

distance 0.363 · cross-district

#11 · Palgharcell 6650003364

distance 0.371 · cross-district

#12 · Ratnagiricell 4920002912

distance 0.373 · cross-district

#13 · Kolhapurcell 4800003620

distance 0.374

#14 · Nashikcell 4870009174

distance 0.374 · cross-district

#15 · Ratnagiricell 4920003893

distance 0.378 · cross-district

#16 · Kolhapurcell 4800003685

distance 0.379

#17 · Ratnagiricell 4920000674

distance 0.381 · cross-district

#18 · Ratnagiricell 4920003347

distance 0.381 · 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":4800003232}}}'

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.