Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004208

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006183

distance 0.17 · cross-district

#2 · Kolhapurcell 4800004714

distance 0.17

#3 · Kolhapurcell 4800004540

distance 0.171

#4 · Sanglicell 4930002168

distance 0.178 · cross-district

#5 · Sanglicell 4930004527

distance 0.178 · cross-district

#6 · Sanglicell 4930006521

distance 0.178 · cross-district

#7 · Punecell 4900002785

distance 0.183 · cross-district

#8 · Punecell 4900004170

distance 0.184 · cross-district

#9 · Punecell 4900004030

distance 0.186 · cross-district

#10 · Sanglicell 4930004230

distance 0.187 · cross-district

#11 · Punecell 4900003753

distance 0.193 · cross-district

#12 · Punecell 4900002640

distance 0.195 · cross-district

#13 · Sanglicell 4930004234

distance 0.198 · cross-district

#14 · Sanglicell 4930006456

distance 0.2 · cross-district

#15 · Nandedcell 4850000033

distance 0.2 · cross-district

#16 · Punecell 4900002004

distance 0.202 · cross-district

#17 · Punecell 4900002187

distance 0.202 · cross-district

#18 · Sanglicell 4930006380

distance 0.203 · 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":4800004208}}}'

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.