Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006451

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

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006314

distance 0.112

#2 · Sanglicell 4930006311

distance 0.132

#3 · Sanglicell 4930005888

distance 0.179

#4 · Sanglicell 4930006174

distance 0.189

#5 · Sanglicell 4930006523

distance 0.205

#6 · Sanglicell 4930004948

distance 0.209

#7 · Sanglicell 4930006113

distance 0.218

#8 · Akolacell 4670004159

distance 0.219 · cross-district

#9 · Sanglicell 4930006256

distance 0.221

#10 · Sataracell 4940001131

distance 0.222 · cross-district

#11 · Sanglicell 4930005303

distance 0.228

#12 · Sanglicell 4930005962

distance 0.231

#13 · Sanglicell 4930006521

distance 0.231

#14 · Sanglicell 4930006520

distance 0.236

#15 · Sanglicell 4930006383

distance 0.236

#16 · Sanglicell 4930006391

distance 0.238

#17 · Sanglicell 4930005809

distance 0.239

#18 · Akolacell 4670004504

distance 0.24 · 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":4930006451}}}'

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.