Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003113

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.271

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002804

distance 0.271

#2 · Sindhudurgcell 4950004004

distance 0.28 · cross-district

#3 · Ratnagiricell 4920001551

distance 0.309 · cross-district

#4 · Kolhapurcell 4800003022

distance 0.32

#5 · Thanecell 4970002085

distance 0.338 · cross-district

#6 · Sindhudurgcell 4950001572

distance 0.338 · cross-district

#7 · Thanecell 4970002075

distance 0.369 · cross-district

#8 · Kolhapurcell 4800003202

distance 0.369

#9 · Ratnagiricell 4920001598

distance 0.37 · cross-district

#10 · Palgharcell 6650004352

distance 0.374 · cross-district

#11 · Sindhudurgcell 4950001576

distance 0.377 · cross-district

#12 · Ratnagiricell 4920003118

distance 0.405 · cross-district

#13 · Ratnagiricell 4920000971

distance 0.407 · cross-district

#14 · Sindhudurgcell 4950003489

distance 0.407 · cross-district

#15 · Palgharcell 6650003290

distance 0.417 · cross-district

#16 · Ratnagiricell 4920002333

distance 0.421 · cross-district

#17 · Palgharcell 6650003061

distance 0.421 · cross-district

#18 · Sindhudurgcell 4950001758

distance 0.427 · 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":4800003113}}}'

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.