Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003936

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001888

distance 0.125

#2 · Sanglicell 4930000853

distance 0.159

#3 · Sanglicell 4930003050

distance 0.168

#4 · Sanglicell 4930002900

distance 0.177

#5 · Sanglicell 4930002896

distance 0.178

#6 · Sanglicell 4930002382

distance 0.179

#7 · Sanglicell 4930001435

distance 0.179

#8 · Sanglicell 4930004831

distance 0.183

#9 · Sanglicell 4930003602

distance 0.188

#10 · Sanglicell 4930004685

distance 0.19

#11 · Sanglicell 4930000483

distance 0.19

#12 · Sanglicell 4930002055

distance 0.191

#13 · Sanglicell 4930004547

distance 0.192

#14 · Sanglicell 4930001070

distance 0.194

#15 · Sanglicell 4930004544

distance 0.196

#16 · Sanglicell 4930000748

distance 0.199

#17 · Sanglicell 4930000199

distance 0.201

#18 · Sanglicell 4930003243

distance 0.204

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":4930003936}}}'

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.