Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005579

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

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000509

distance 0.102 · cross-district

#2 · Sanglicell 4930005355

distance 0.147

#3 · Sanglicell 4930004137

distance 0.151

#4 · Sanglicell 4930004712

distance 0.158

#5 · Buldhanacell 4720002875

distance 0.158 · cross-district

#6 · Dharashivcell 4880000286

distance 0.158 · cross-district

#7 · Beedcell 4700004878

distance 0.159 · cross-district

#8 · Solapurcell 4960000703

distance 0.164 · cross-district

#9 · Dharashivcell 4880005401

distance 0.165 · cross-district

#10 · Sanglicell 4930006370

distance 0.165

#11 · Sanglicell 4930006299

distance 0.166

#12 · Beedcell 4700005497

distance 0.169 · cross-district

#13 · Dharashivcell 4880003358

distance 0.171 · cross-district

#14 · Solapurcell 4960000787

distance 0.174 · cross-district

#15 · Solapurcell 4960004108

distance 0.176 · cross-district

#16 · Beedcell 4700006283

distance 0.176 · cross-district

#17 · Beedcell 4700000652

distance 0.181 · cross-district

#18 · Beedcell 4700001427

distance 0.188 · 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":4930005579}}}'

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.