Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003819

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004707

distance 0.247

#2 · Kolhapurcell 4800001731

distance 0.248

#3 · Kolhapurcell 4800005401

distance 0.257

#4 · Sanglicell 4930000395

distance 0.26 · cross-district

#5 · Kolhapurcell 4800003670

distance 0.262

#6 · Kolhapurcell 4800005137

distance 0.267

#7 · Kolhapurcell 4800005126

distance 0.275

#8 · Jalgaoncell 4780003732

distance 0.275 · cross-district

#9 · Kolhapurcell 4800004124

distance 0.283

#10 · Chhatrapati Sambhajinagarcell 4690003395

distance 0.283 · cross-district

#11 · Kolhapurcell 4800005837

distance 0.283

#12 · Kolhapurcell 4800003877

distance 0.284

#13 · Sanglicell 4930000543

distance 0.286 · cross-district

#14 · Kolhapurcell 4800004798

distance 0.291

#15 · Kolhapurcell 4800005134

distance 0.297

#16 · Punecell 4900002502

distance 0.3 · cross-district

#17 · Kolhapurcell 4800004460

distance 0.304

#18 · Kolhapurcell 4800005315

distance 0.306

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":4800003819}}}'

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.