Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005906

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

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000534

distance 0.194 · cross-district

#2 · Sanglicell 4930002192

distance 0.2 · cross-district

#3 · Sanglicell 4930003740

distance 0.203 · cross-district

#4 · Sanglicell 4930000629

distance 0.207 · cross-district

#5 · Kolhapurcell 4800005903

distance 0.211

#6 · Sanglicell 4930000617

distance 0.217 · cross-district

#7 · Sanglicell 4930003744

distance 0.22 · cross-district

#8 · Sanglicell 4930003218

distance 0.226 · cross-district

#9 · Sanglicell 4930003564

distance 0.228 · cross-district

#10 · Kolhapurcell 4800005760

distance 0.23

#11 · Kolhapurcell 4800005890

distance 0.231

#12 · Beedcell 4700001712

distance 0.234 · cross-district

#13 · Sanglicell 4930002872

distance 0.234 · cross-district

#14 · Solapurcell 4960000867

distance 0.235 · cross-district

#15 · Solapurcell 4960000259

distance 0.236 · cross-district

#16 · Sanglicell 4930001312

distance 0.237 · cross-district

#17 · Solapurcell 4960006571

distance 0.238 · cross-district

#18 · Beedcell 4700006530

distance 0.238 · 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":4800005906}}}'

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.