Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004866

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940004123

distance 0.226 · cross-district

#2 · Sataracell 4940004848

distance 0.234 · cross-district

#3 · Sataracell 4940005947

distance 0.24 · cross-district

#4 · Sanglicell 4930003010

distance 0.241 · cross-district

#5 · Punecell 4900001855

distance 0.242 · cross-district

#6 · Solapurcell 4960003502

distance 0.244 · cross-district

#7 · Sanglicell 4930006882

distance 0.251 · cross-district

#8 · Sataracell 4940007156

distance 0.255 · cross-district

#9 · Sataracell 4940007903

distance 0.255 · cross-district

#10 · Sataracell 4940001188

distance 0.256 · cross-district

#11 · Sataracell 4940008015

distance 0.256 · cross-district

#12 · Solapurcell 4960010639

distance 0.259 · cross-district

#13 · Kolhapurcell 4800005959

distance 0.26

#14 · Sanglicell 4930006110

distance 0.266 · cross-district

#15 · Sataracell 4940007810

distance 0.271 · cross-district

#16 · Laturcell 4810000430

distance 0.276 · cross-district

#17 · Sataracell 4940008833

distance 0.277 · cross-district

#18 · Kolhapurcell 4800003955

distance 0.279

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":4800004866}}}'

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.