Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000146

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 4 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950000815

distance 0.128 · cross-district

#2 · Sindhudurgcell 4950000582

distance 0.17 · cross-district

#3 · Kolhapurcell 4800000239

distance 0.183

#4 · Raigadcell 4910003347

distance 0.206 · cross-district

#5 · Sindhudurgcell 4950000576

distance 0.214 · cross-district

#6 · Punecell 4900005936

distance 0.214 · cross-district

#7 · Sindhudurgcell 4950000635

distance 0.215 · cross-district

#8 · Sindhudurgcell 4950000814

distance 0.219 · cross-district

#9 · Sindhudurgcell 4950000477

distance 0.219 · cross-district

#10 · Sindhudurgcell 4950000717

distance 0.222 · cross-district

#11 · Kolhapurcell 4800000210

distance 0.223

#12 · Kolhapurcell 4800000117

distance 0.224

#13 · Sindhudurgcell 4950000716

distance 0.227 · cross-district

#14 · Raigadcell 4910002899

distance 0.234 · cross-district

#15 · Sindhudurgcell 4950000580

distance 0.239 · cross-district

#16 · Sindhudurgcell 4950000712

distance 0.239 · cross-district

#17 · Sindhudurgcell 4950000070

distance 0.24 · cross-district

#18 · Raigadcell 4910003489

distance 0.241 · 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":4800000146}}}'

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.