Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001175

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 2 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950001507

distance 0.175 · cross-district

#2 · Kolhapurcell 4800000634

distance 0.176

#3 · Kolhapurcell 4800000709

distance 0.184

#4 · Kolhapurcell 4800000598

distance 0.186

#5 · Sindhudurgcell 4950001164

distance 0.192 · cross-district

#6 · Sindhudurgcell 4950000908

distance 0.198 · cross-district

#7 · Kolhapurcell 4800000674

distance 0.211

#8 · Sindhudurgcell 4950001565

distance 0.217 · cross-district

#9 · Kolhapurcell 4800000597

distance 0.218

#10 · Sindhudurgcell 4950001566

distance 0.222 · cross-district

#11 · Kolhapurcell 4800000708

distance 0.226

#12 · Sindhudurgcell 4950000911

distance 0.229 · cross-district

#13 · Kolhapurcell 4800001026

distance 0.234

#14 · Sindhudurgcell 4950000910

distance 0.245 · cross-district

#15 · Sindhudurgcell 4950001163

distance 0.246 · cross-district

#16 · Kolhapurcell 4800001025

distance 0.25

#17 · Sindhudurgcell 4950001279

distance 0.256 · cross-district

#18 · Sindhudurgcell 4950001211

distance 0.258 · 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":4800001175}}}'

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.