Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007110

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

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001531

distance 0.212 · cross-district

#2 · Sataracell 4940004305

distance 0.226 · cross-district

#3 · Sanglicell 4930006815

distance 0.234

#4 · Sataracell 4940002578

distance 0.239 · cross-district

#5 · Sanglicell 4930007111

distance 0.247

#6 · Solapurcell 4960001080

distance 0.249 · cross-district

#7 · Sanglicell 4930006705

distance 0.254

#8 · Sataracell 4940002577

distance 0.259 · cross-district

#9 · Sanglicell 4930007094

distance 0.26

#10 · Sataracell 4940006840

distance 0.261 · cross-district

#11 · Sataracell 4940004297

distance 0.262 · cross-district

#12 · Sataracell 4940003028

distance 0.268 · cross-district

#13 · Sataracell 4940006839

distance 0.271 · cross-district

#14 · Sanglicell 4930004742

distance 0.276

#15 · Sataracell 4940006639

distance 0.276 · cross-district

#16 · Sanglicell 4930006836

distance 0.278

#17 · Ahmednagarcell 4660006758

distance 0.282 · cross-district

#18 · Sataracell 4940002912

distance 0.282 · 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":4930007110}}}'

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.