Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005281

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

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005282

distance 0.204

#2 · Kolhapurcell 4800005195

distance 0.252

#3 · Kolhapurcell 4800005367

distance 0.252

#4 · Kolhapurcell 4800005196

distance 0.253

#5 · Kolhapurcell 4800005449

distance 0.265

#6 · Kolhapurcell 4800005186

distance 0.271

#7 · Chhatrapati Sambhajinagarcell 4690006279

distance 0.286 · cross-district

#8 · Sanglicell 4930004025

distance 0.287 · cross-district

#9 · Jalgaoncell 4780000062

distance 0.288 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690006725

distance 0.29 · cross-district

#11 · Sanglicell 4930000745

distance 0.291 · cross-district

#12 · Beedcell 4700006993

distance 0.293 · cross-district

#13 · Beedcell 4700002438

distance 0.303 · cross-district

#14 · Beedcell 4700001640

distance 0.304 · cross-district

#15 · Kolhapurcell 4800005103

distance 0.306

#16 · Sataracell 4940000059

distance 0.306 · cross-district

#17 · Chandrapurcell 4730000923

distance 0.307 · cross-district

#18 · Sanglicell 4930000952

distance 0.307 · 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":4800005281}}}'

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.