Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005196

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

0.253

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005281

distance 0.253

#2 · Kolhapurcell 4800005282

distance 0.281

#3 · Kolhapurcell 4800005195

distance 0.282

#4 · Kolhapurcell 4800005369

distance 0.294

#5 · Chhatrapati Sambhajinagarcell 4690007788

distance 0.3 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690006433

distance 0.301 · cross-district

#7 · Sanglicell 4930000652

distance 0.304 · cross-district

#8 · Kolhapurcell 4800005367

distance 0.312

#9 · Jalgaoncell 4780000062

distance 0.315 · cross-district

#10 · Sataracell 4940000690

distance 0.324 · cross-district

#11 · Kolhapurcell 4800005186

distance 0.327

#12 · Kolhapurcell 4800005011

distance 0.33

#13 · Kolhapurcell 4800005696

distance 0.331

#14 · Nandurbarcell 4860004065

distance 0.333 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690006357

distance 0.334 · cross-district

#16 · Sanglicell 4930004025

distance 0.334 · cross-district

#17 · Sataracell 4940000164

distance 0.337 · cross-district

#18 · Chandrapurcell 4730000923

distance 0.338 · 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":4800005196}}}'

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.