Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006766

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001524

distance 0.179 · cross-district

#2 · Sataracell 4940003117

distance 0.196 · cross-district

#3 · Sanglicell 4930005651

distance 0.199

#4 · Sanglicell 4930005741

distance 0.209

#5 · Sanglicell 4930005326

distance 0.209

#6 · Sanglicell 4930005827

distance 0.212

#7 · Sanglicell 4930006631

distance 0.218

#8 · Sanglicell 4930005652

distance 0.22

#9 · Sanglicell 4930006630

distance 0.221

#10 · Sanglicell 4930006767

distance 0.222

#11 · Sanglicell 4930005551

distance 0.227

#12 · Sanglicell 4930006135

distance 0.228

#13 · Sanglicell 4930006706

distance 0.23

#14 · Sanglicell 4930005674

distance 0.238

#15 · Sataracell 4940002896

distance 0.241 · cross-district

#16 · Sataracell 4940001525

distance 0.241 · cross-district

#17 · Sanglicell 4930006489

distance 0.242

#18 · Sanglicell 4930006074

distance 0.242

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":4930006766}}}'

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.