Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000613

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000529

distance 0.121

#2 · Sanglicell 4930000450

distance 0.158

#3 · Kolhapurcell 4800004429

distance 0.184 · cross-district

#4 · Kolhapurcell 4800004517

distance 0.188 · cross-district

#5 · Kolhapurcell 4800004689

distance 0.195 · cross-district

#6 · Sanglicell 4930000451

distance 0.206

#7 · Kolhapurcell 4800004378

distance 0.215 · cross-district

#8 · Kolhapurcell 4800004518

distance 0.221 · cross-district

#9 · Sanglicell 4930001551

distance 0.228

#10 · Sanglicell 4930000530

distance 0.228

#11 · Sanglicell 4930001276

distance 0.231

#12 · Ahmednagarcell 4660001056

distance 0.235 · cross-district

#13 · Sanglicell 4930002748

distance 0.235

#14 · Sanglicell 4930001705

distance 0.236

#15 · Sanglicell 4930001406

distance 0.237

#16 · Sanglicell 4930003939

distance 0.24

#17 · Ahmednagarcell 4660000880

distance 0.241 · cross-district

#18 · Laturcell 4810000501

distance 0.242 · 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":4930000613}}}'

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.