Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004502

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000724

distance 0.129 · cross-district

#2 · Sataracell 4940000078

distance 0.158 · cross-district

#3 · Sanglicell 4930004056

distance 0.172

#4 · Sataracell 4940000552

distance 0.181 · cross-district

#5 · Sanglicell 4930004780

distance 0.192

#6 · Sanglicell 4930005950

distance 0.202

#7 · Sataracell 4940000033

distance 0.202 · cross-district

#8 · Sataracell 4940000667

distance 0.205 · cross-district

#9 · Sanglicell 4930006027

distance 0.207

#10 · Sanglicell 4930006024

distance 0.208

#11 · Sanglicell 4930001248

distance 0.21

#12 · Chhatrapati Sambhajinagarcell 4690007277

distance 0.214 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690006819

distance 0.218 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690006743

distance 0.219 · cross-district

#15 · Sanglicell 4930004360

distance 0.22

#16 · Sanglicell 4930002162

distance 0.22

#17 · Chhatrapati Sambhajinagarcell 4690006598

distance 0.22 · cross-district

#18 · Sanglicell 4930005709

distance 0.221

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":4930004502}}}'

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.