Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005797

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005798

distance 0.185

#2 · Sataracell 4940001018

distance 0.204 · cross-district

#3 · Sanglicell 4930005880

distance 0.209

#4 · Sanglicell 4930004231

distance 0.212

#5 · Sanglicell 4930004498

distance 0.215

#6 · Sanglicell 4930005056

distance 0.217

#7 · Sanglicell 4930001374

distance 0.219

#8 · Sanglicell 4930005060

distance 0.22

#9 · Sanglicell 4930000806

distance 0.222

#10 · Sataracell 4940000835

distance 0.224 · cross-district

#11 · Sataracell 4940000422

distance 0.229 · cross-district

#12 · Sanglicell 4930006363

distance 0.233

#13 · Sanglicell 4930004200

distance 0.236

#14 · Sanglicell 4930004217

distance 0.241

#15 · Ahmednagarcell 4660013027

distance 0.241 · cross-district

#16 · Sataracell 4940000330

distance 0.243 · cross-district

#17 · Sanglicell 4930001007

distance 0.243

#18 · Nashikcell 4870003687

distance 0.246 · 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":4930005797}}}'

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.