Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005803

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005716

distance 0.133

#2 · Sanglicell 4930004512

distance 0.169

#3 · Kolhapurcell 4800005400

distance 0.171 · cross-district

#4 · Sanglicell 4930001370

distance 0.174

#5 · Kolhapurcell 4800005564

distance 0.179 · cross-district

#6 · Sanglicell 4930006115

distance 0.18

#7 · Sataracell 4940001252

distance 0.198 · cross-district

#8 · Sanglicell 4930005965

distance 0.203

#9 · Sanglicell 4930005070

distance 0.204

#10 · Sanglicell 4930006546

distance 0.206

#11 · Sanglicell 4930006467

distance 0.206

#12 · Kolhapurcell 4800005399

distance 0.206 · cross-district

#13 · Sanglicell 4930004220

distance 0.206

#14 · Sanglicell 4930000143

distance 0.209

#15 · Sanglicell 4930005182

distance 0.21

#16 · Sanglicell 4930006057

distance 0.211

#17 · Kolhapurcell 4800003817

distance 0.212 · cross-district

#18 · Sanglicell 4930004538

distance 0.214

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":4930005803}}}'

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.