Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004197

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

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004495

distance 0.229

#2 · Sataracell 4940000945

distance 0.249 · cross-district

#3 · Sanglicell 4930001124

distance 0.25

#4 · Sataracell 4940001185

distance 0.257 · cross-district

#5 · Sataracell 4940000428

distance 0.264 · cross-district

#6 · Sataracell 4940000547

distance 0.266 · cross-district

#7 · Sataracell 4940001125

distance 0.269 · cross-district

#8 · Sanglicell 4930004967

distance 0.275

#9 · Sanglicell 4930001375

distance 0.282

#10 · Sataracell 4940000712

distance 0.282 · cross-district

#11 · Nashikcell 4870004129

distance 0.283 · cross-district

#12 · Sataracell 4940006708

distance 0.286 · cross-district

#13 · Sanglicell 4930005421

distance 0.289

#14 · Sataracell 4940001245

distance 0.291 · cross-district

#15 · Sanglicell 4930006330

distance 0.293

#16 · Sanglicell 4930005756

distance 0.293

#17 · Sataracell 4940000596

distance 0.295 · cross-district

#18 · Sanglicell 4930004040

distance 0.304

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":4930004197}}}'

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.