Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003349

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.103

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002820

distance 0.103

#2 · Sanglicell 4930002651

distance 0.121

#3 · Sanglicell 4930002317

distance 0.122

#4 · Sanglicell 4930002314

distance 0.129

#5 · Sanglicell 4930002318

distance 0.133

#6 · Sanglicell 4930002316

distance 0.153

#7 · Sanglicell 4930002656

distance 0.158

#8 · Sanglicell 4930003689

distance 0.163

#9 · Sanglicell 4930003346

distance 0.176

#10 · Sanglicell 4930001500

distance 0.201

#11 · Sataracell 4940000013

distance 0.204 · cross-district

#12 · Sanglicell 4930001810

distance 0.204

#13 · Sanglicell 4930001104

distance 0.207

#14 · Kolhapurcell 4800005941

distance 0.21 · cross-district

#15 · Sataracell 4940000016

distance 0.211 · cross-district

#16 · Sanglicell 4930000995

distance 0.211

#17 · Sanglicell 4930001975

distance 0.213

#18 · Sanglicell 4930001817

distance 0.223

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":4930003349}}}'

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.