Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004377

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

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006128

distance 0.097

#2 · Sanglicell 4930004376

distance 0.112

#3 · Sanglicell 4930004522

distance 0.123

#4 · Sanglicell 4930004523

distance 0.124

#5 · Sanglicell 4930006395

distance 0.139

#6 · Sanglicell 4930005527

distance 0.143

#7 · Sanglicell 4930004524

distance 0.149

#8 · Sanglicell 4930004227

distance 0.15

#9 · Sanglicell 4930005626

distance 0.162

#10 · Sanglicell 4930005535

distance 0.165

#11 · Sanglicell 4930003184

distance 0.172

#12 · Sanglicell 4930005817

distance 0.172

#13 · Solapurcell 4960009123

distance 0.18 · cross-district

#14 · Sataracell 4940000551

distance 0.187 · cross-district

#15 · Sanglicell 4930004808

distance 0.187

#16 · Sanglicell 4930005633

distance 0.191

#17 · Sanglicell 4930004038

distance 0.196

#18 · Sataracell 4940000491

distance 0.198 · 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":4930004377}}}'

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.