Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004500

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

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000148

distance 0.204 · cross-district

#2 · Sataracell 4940000489

distance 0.213 · cross-district

#3 · Sanglicell 4930001240

distance 0.229

#4 · Sanglicell 4930003362

distance 0.233

#5 · Sataracell 4940001243

distance 0.237 · cross-district

#6 · Sataracell 4940001065

distance 0.267 · cross-district

#7 · Sanglicell 4930002000

distance 0.272

#8 · Sataracell 4940000195

distance 0.285 · cross-district

#9 · Sanglicell 4930003885

distance 0.288

#10 · Sanglicell 4930001008

distance 0.313

#11 · Sataracell 4940003767

distance 0.316 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690006438

distance 0.322 · cross-district

#13 · Ahmednagarcell 4660013438

distance 0.337 · cross-district

#14 · Sataracell 4940000188

distance 0.34 · cross-district

#15 · Sataracell 4940004859

distance 0.34 · cross-district

#16 · Sataracell 4940004379

distance 0.343 · cross-district

#17 · Sanglicell 4930004532

distance 0.346

#18 · Sanglicell 4930004058

distance 0.35

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":4930004500}}}'

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.