Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005970

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

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002836

distance 0.223 · cross-district

#2 · Sanglicell 4930002172

distance 0.256 · cross-district

#3 · Sanglicell 4930000511

distance 0.258 · cross-district

#4 · Sanglicell 4930000805

distance 0.263 · cross-district

#5 · Sanglicell 4930000599

distance 0.264 · cross-district

#6 · Sanglicell 4930000382

distance 0.272 · cross-district

#7 · Kolhapurcell 4800006057

distance 0.273

#8 · Sanglicell 4930000791

distance 0.284 · cross-district

#9 · Sanglicell 4930002010

distance 0.288 · cross-district

#10 · Sanglicell 4930000900

distance 0.288 · cross-district

#11 · Kolhapurcell 4800006016

distance 0.291

#12 · Sanglicell 4930000898

distance 0.301 · cross-district

#13 · Kolhapurcell 4800006009

distance 0.303

#14 · Sataracell 4940000231

distance 0.306 · cross-district

#15 · Sanglicell 4930001681

distance 0.307 · cross-district

#16 · Kolhapurcell 4800006011

distance 0.309

#17 · Sanglicell 4930002668

distance 0.311 · cross-district

#18 · Sataracell 4940001246

distance 0.314 · 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":4800005970}}}'

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.