Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003621

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001089

distance 0.124

#2 · Beedcell 4700005951

distance 0.173 · cross-district

#3 · Sanglicell 4930003622

distance 0.176

#4 · Sanglicell 4930003960

distance 0.181

#5 · Sanglicell 4930001738

distance 0.181

#6 · Beedcell 4700006646

distance 0.184 · cross-district

#7 · Beedcell 4700002683

distance 0.195 · cross-district

#8 · Laturcell 4810002322

distance 0.198 · cross-district

#9 · Beedcell 4700005231

distance 0.201 · cross-district

#10 · Laturcell 4810001444

distance 0.202 · cross-district

#11 · Laturcell 4810002761

distance 0.203 · cross-district

#12 · Beedcell 4700001862

distance 0.204 · cross-district

#13 · Beedcell 4700001127

distance 0.204 · cross-district

#14 · Dharashivcell 4880001990

distance 0.204 · cross-district

#15 · Sanglicell 4930002430

distance 0.205

#16 · Beedcell 4700002680

distance 0.206 · cross-district

#17 · Ahmednagarcell 4660004287

distance 0.207 · cross-district

#18 · Sanglicell 4930003820

distance 0.209

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":4930003621}}}'

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.