Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006177

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

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006516

distance 0.087

#2 · Sanglicell 4930006524

distance 0.105

#3 · Sataracell 4940001134

distance 0.134 · cross-district

#4 · Sanglicell 4930006456

distance 0.135

#5 · Kolhapurcell 4800006059

distance 0.155 · cross-district

#6 · Sanglicell 4930005629

distance 0.164

#7 · Sanglicell 4930002161

distance 0.164

#8 · Sanglicell 4930005299

distance 0.17

#9 · Sanglicell 4930005879

distance 0.174

#10 · Kolhapurcell 4800003741

distance 0.175 · cross-district

#11 · Sanglicell 4930003188

distance 0.178

#12 · Sanglicell 4930006315

distance 0.179

#13 · Buldhanacell 4720004243

distance 0.181 · cross-district

#14 · Solapurcell 4960012086

distance 0.183 · cross-district

#15 · Kolhapurcell 4800006060

distance 0.183 · cross-district

#16 · Sanglicell 4930006520

distance 0.185

#17 · Solapurcell 4960011487

distance 0.187 · cross-district

#18 · Sanglicell 4930004383

distance 0.191

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":4930006177}}}'

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.