Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004181

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

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004628

distance 0.147

#2 · Sanglicell 4930004018

distance 0.167

#3 · Sanglicell 4930004320

distance 0.171

#4 · Sanglicell 4930005165

distance 0.171

#5 · Sanglicell 4930004161

distance 0.178

#6 · Sanglicell 4930003831

distance 0.184

#7 · Sanglicell 4930004319

distance 0.187

#8 · Sanglicell 4930004326

distance 0.188

#9 · Sanglicell 4930003325

distance 0.191

#10 · Solapurcell 4960002196

distance 0.191 · cross-district

#11 · Solapurcell 4960000761

distance 0.191 · cross-district

#12 · Solapurcell 4960006164

distance 0.191 · cross-district

#13 · Sanglicell 4930002123

distance 0.197

#14 · Sanglicell 4930003305

distance 0.2

#15 · Sanglicell 4930002977

distance 0.201

#16 · Sanglicell 4930005019

distance 0.202

#17 · Sanglicell 4930004322

distance 0.203

#18 · Sanglicell 4930005403

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":4930004181}}}'

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.