Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005069

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

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001073

distance 0.19 · cross-district

#2 · Sanglicell 4930005910

distance 0.196

#3 · Sanglicell 4930005805

distance 0.197

#4 · Sanglicell 4930004221

distance 0.205

#5 · Sanglicell 4930000384

distance 0.209

#6 · Sanglicell 4930006534

distance 0.24

#7 · Sanglicell 4930005889

distance 0.24

#8 · Sanglicell 4930006346

distance 0.244

#9 · Kolhapurcell 4800004187

distance 0.251 · cross-district

#10 · Sanglicell 4930006105

distance 0.251

#11 · Kolhapurcell 4800004107

distance 0.254 · cross-district

#12 · Sanglicell 4930005201

distance 0.256

#13 · Sanglicell 4930006043

distance 0.261

#14 · Sataracell 4940001508

distance 0.262 · cross-district

#15 · Sataracell 4940001873

distance 0.265 · cross-district

#16 · Sanglicell 4930004399

distance 0.265

#17 · Sanglicell 4930006604

distance 0.266

#18 · Sanglicell 4930003191

distance 0.275

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":4930005069}}}'

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.