Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006705

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

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006555

distance 0.197

#2 · Sanglicell 4930006556

distance 0.199

#3 · Kolhapurcell 4800005220

distance 0.211 · cross-district

#4 · Sataracell 4940006947

distance 0.213 · cross-district

#5 · Sanglicell 4930006629

distance 0.215

#6 · Sanglicell 4930006554

distance 0.218

#7 · Sanglicell 4930005072

distance 0.221

#8 · Sataracell 4940001528

distance 0.222 · cross-district

#9 · Sanglicell 4930006484

distance 0.226

#10 · Sanglicell 4930007056

distance 0.227

#11 · Sanglicell 4930006836

distance 0.227

#12 · Sataracell 4940003028

distance 0.231 · cross-district

#13 · Sanglicell 4930005728

distance 0.232

#14 · Sanglicell 4930006812

distance 0.232

#15 · Sataracell 4940006839

distance 0.235 · cross-district

#16 · Sanglicell 4930006349

distance 0.235

#17 · Sanglicell 4930007118

distance 0.237

#18 · Sataracell 4940004297

distance 0.238 · 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":4930006705}}}'

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.