Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004892

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004379

distance 0.135

#2 · Kolhapurcell 4800004547

distance 0.154

#3 · Sanglicell 4930000036

distance 0.171 · cross-district

#4 · Sanglicell 4930003402

distance 0.172 · cross-district

#5 · Kolhapurcell 4800004459

distance 0.177

#6 · Sanglicell 4930000075

distance 0.179 · cross-district

#7 · Laturcell 4810002753

distance 0.184 · cross-district

#8 · Sanglicell 4930002568

distance 0.191 · cross-district

#9 · Sanglicell 4930000640

distance 0.193 · cross-district

#10 · Sanglicell 4930000447

distance 0.194 · cross-district

#11 · Kolhapurcell 4800004977

distance 0.199

#12 · Sanglicell 4930000056

distance 0.202 · cross-district

#13 · Sanglicell 4930000825

distance 0.204 · cross-district

#14 · Laturcell 4810002417

distance 0.205 · cross-district

#15 · Sanglicell 4930003753

distance 0.206 · cross-district

#16 · Sanglicell 4930001406

distance 0.207 · cross-district

#17 · Sanglicell 4930003948

distance 0.208 · cross-district

#18 · Sanglicell 4930003080

distance 0.211 · 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":4800004892}}}'

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.