Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005465

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005379

distance 0.186

#2 · Kolhapurcell 4800005705

distance 0.238

#3 · Kolhapurcell 4800005460

distance 0.262

#4 · Sanglicell 4930001386

distance 0.262 · cross-district

#5 · Sanglicell 4930000329

distance 0.264 · cross-district

#6 · Beedcell 4700003979

distance 0.273 · cross-district

#7 · Kolhapurcell 4800005463

distance 0.283

#8 · Chhatrapati Sambhajinagarcell 4690002016

distance 0.284 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690004871

distance 0.287 · cross-district

#10 · Nagpurcell 4840002329

distance 0.29 · cross-district

#11 · Dhulecell 4740001598

distance 0.291 · cross-district

#12 · Kolhapurcell 4800005845

distance 0.295

#13 · Kolhapurcell 4800005028

distance 0.302

#14 · Kolhapurcell 4800004852

distance 0.304

#15 · Kolhapurcell 4800005549

distance 0.313

#16 · Kolhapurcell 4800005706

distance 0.317

#17 · Jalgaoncell 4780000265

distance 0.319 · cross-district

#18 · Kolhapurcell 4800005203

distance 0.321

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":4800005465}}}'

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.