Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005208

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

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005678

distance 0.168

#2 · Sanglicell 4930005749

distance 0.179

#3 · Sanglicell 4930005759

distance 0.188

#4 · Sanglicell 4930005468

distance 0.196

#5 · Sanglicell 4930005669

distance 0.212

#6 · Sanglicell 4930005207

distance 0.23

#7 · Sanglicell 4930004962

distance 0.231

#8 · Sanglicell 4930005555

distance 0.234

#9 · Sanglicell 4930004847

distance 0.238

#10 · Sanglicell 4930004875

distance 0.24

#11 · Sanglicell 4930006222

distance 0.246

#12 · Sanglicell 4930006271

distance 0.25

#13 · Sataracell 4940000955

distance 0.25 · cross-district

#14 · Sanglicell 4930005658

distance 0.251

#15 · Sanglicell 4930004689

distance 0.257

#16 · Sanglicell 4930005449

distance 0.258

#17 · Sanglicell 4930005467

distance 0.261

#18 · Solapurcell 4960000088

distance 0.261 · 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":4930005208}}}'

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.