Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006708

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002452

distance 0.173 · cross-district

#2 · Sataracell 4940002565

distance 0.175 · cross-district

#3 · Sataracell 4940003239

distance 0.189 · cross-district

#4 · Sanglicell 4930005431

distance 0.196

#5 · Sanglicell 4930004937

distance 0.206

#6 · Sataracell 4940002690

distance 0.213 · cross-district

#7 · Sanglicell 4930006754

distance 0.221

#8 · Sataracell 4940002801

distance 0.224 · cross-district

#9 · Sanglicell 4930005969

distance 0.227

#10 · Sataracell 4940003441

distance 0.227 · cross-district

#11 · Sanglicell 4930006771

distance 0.228

#12 · Sataracell 4940003466

distance 0.229 · cross-district

#13 · Solapurcell 4960003639

distance 0.229 · cross-district

#14 · Sataracell 4940001808

distance 0.231 · cross-district

#15 · Dharashivcell 4880003925

distance 0.233 · cross-district

#16 · Ahmednagarcell 4660003877

distance 0.233 · cross-district

#17 · Sanglicell 4930004517

distance 0.234

#18 · Ahmednagarcell 4660004440

distance 0.235 · 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":4930006708}}}'

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.