Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001445

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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000490

distance 0.151

#2 · Sanglicell 4930002273

distance 0.156

#3 · Sanglicell 4930000099

distance 0.163

#4 · Sanglicell 4930001597

distance 0.179

#5 · Nashikcell 4870006218

distance 0.18 · cross-district

#6 · Sanglicell 4930001217

distance 0.183

#7 · Sanglicell 4930000498

distance 0.184

#8 · Nashikcell 4870003729

distance 0.185 · cross-district

#9 · Sanglicell 4930001770

distance 0.19

#10 · Nashikcell 4870007107

distance 0.192 · cross-district

#11 · Laturcell 4810002410

distance 0.193 · cross-district

#12 · Sanglicell 4930001211

distance 0.196

#13 · Dharashivcell 4880002086

distance 0.2 · cross-district

#14 · Sanglicell 4930003433

distance 0.2

#15 · Solapurcell 4960006031

distance 0.202 · cross-district

#16 · Sanglicell 4930000875

distance 0.202

#17 · Sanglicell 4930001339

distance 0.203

#18 · Nashikcell 4870007258

distance 0.203 · 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":4930001445}}}'

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.