Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001352

The MH-36 locality cells most similar to this Sangli 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

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001358

distance 0.194

#2 · Kolhapurcell 4800006102

distance 0.198 · cross-district

#3 · Kolhapurcell 4800006260

distance 0.208 · cross-district

#4 · Kolhapurcell 4800005992

distance 0.28 · cross-district

#5 · Kolhapurcell 4800006109

distance 0.3 · cross-district

#6 · Kolhapurcell 4800006330

distance 0.304 · cross-district

#7 · Kolhapurcell 4800005097

distance 0.315 · cross-district

#8 · Sanglicell 4930003331

distance 0.319

#9 · Kolhapurcell 4800006148

distance 0.33 · cross-district

#10 · Kolhapurcell 4800003535

distance 0.334 · cross-district

#11 · Kolhapurcell 4800003525

distance 0.338 · cross-district

#12 · Kolhapurcell 4800005175

distance 0.341 · cross-district

#13 · Kolhapurcell 4800005818

distance 0.342 · cross-district

#14 · Sanglicell 4930001813

distance 0.347

#15 · Sataracell 4940000352

distance 0.352 · cross-district

#16 · Sataracell 4940001279

distance 0.353 · cross-district

#17 · Kolhapurcell 4800004661

distance 0.359 · cross-district

#18 · Kolhapurcell 4800002868

distance 0.36 · 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":493,"cluster_id":4930001352}}}'

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.