Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000094

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950000632

distance 0.188 · cross-district

#2 · Sindhudurgcell 4950000081

distance 0.19 · cross-district

#3 · Punecell 4900007034

distance 0.223 · cross-district

#4 · Kolhapurcell 4800000093

distance 0.266

#5 · Sindhudurgcell 4950000766

distance 0.308 · cross-district

#6 · Raigadcell 4910002841

distance 0.331 · cross-district

#7 · Sindhudurgcell 4950000099

distance 0.333 · cross-district

#8 · Sindhudurgcell 4950000765

distance 0.334 · cross-district

#9 · Punecell 4900007156

distance 0.339 · cross-district

#10 · Raigadcell 4910003471

distance 0.341 · cross-district

#11 · Sindhudurgcell 4950000366

distance 0.343 · cross-district

#12 · Raigadcell 4910003261

distance 0.353 · cross-district

#13 · Raigadcell 4910003432

distance 0.36 · cross-district

#14 · Raigadcell 4910003534

distance 0.36 · cross-district

#15 · Raigadcell 4910002157

distance 0.362 · cross-district

#16 · Sindhudurgcell 4950004128

distance 0.365 · cross-district

#17 · Raigadcell 4910001041

distance 0.369 · cross-district

#18 · Raigadcell 4910003305

distance 0.371 · 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":4800000094}}}'

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.