Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005645

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004935

distance 0.203

#2 · Sanglicell 4930006121

distance 0.205

#3 · Sataracell 4940003478

distance 0.207 · cross-district

#4 · Sanglicell 4930006768

distance 0.212

#5 · Sanglicell 4930004370

distance 0.212

#6 · Solapurcell 4960009114

distance 0.214 · cross-district

#7 · Sanglicell 4930006338

distance 0.215

#8 · Sanglicell 4930006713

distance 0.215

#9 · Sanglicell 4930007151

distance 0.217

#10 · Sanglicell 4930005200

distance 0.22

#11 · Sanglicell 4930005543

distance 0.226

#12 · Sanglicell 4930006546

distance 0.228

#13 · Solapurcell 4960010210

distance 0.23 · cross-district

#14 · Sanglicell 4930005969

distance 0.23

#15 · Sanglicell 4930005314

distance 0.232

#16 · Kolhapurcell 4800005313

distance 0.232 · cross-district

#17 · Sanglicell 4930006996

distance 0.233

#18 · Sataracell 4940003240

distance 0.234 · 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":4930005645}}}'

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.