Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004557

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

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003944

distance 0.124

#2 · Beedcell 4700006338

distance 0.13 · cross-district

#3 · Ahmednagarcell 4660003871

distance 0.138 · cross-district

#4 · Sanglicell 4930004556

distance 0.142

#5 · Beedcell 4700006753

distance 0.154 · cross-district

#6 · Ahmednagarcell 4660003501

distance 0.156 · cross-district

#7 · Ahmednagarcell 4660004046

distance 0.16 · cross-district

#8 · Ahmednagarcell 4660002818

distance 0.163 · cross-district

#9 · Ahmednagarcell 4660004108

distance 0.164 · cross-district

#10 · Sanglicell 4930005240

distance 0.167

#11 · Ahmednagarcell 4660004833

distance 0.167 · cross-district

#12 · Beedcell 4700006341

distance 0.17 · cross-district

#13 · Ahmednagarcell 4660004174

distance 0.17 · cross-district

#14 · Ahmednagarcell 4660004050

distance 0.171 · cross-district

#15 · Ahmednagarcell 4660003866

distance 0.172 · cross-district

#16 · Beedcell 4700005914

distance 0.172 · cross-district

#17 · Ahmednagarcell 4660003041

distance 0.172 · cross-district

#18 · Ahmednagarcell 4660005373

distance 0.174 · 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":4930004557}}}'

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.