Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004699

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

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002069

distance 0.176 · cross-district

#2 · Sanglicell 4930004106

distance 0.186

#3 · Sanglicell 4930004980

distance 0.187

#4 · Ahmednagarcell 4660005007

distance 0.201 · cross-district

#5 · Sanglicell 4930000650

distance 0.206

#6 · Ahmednagarcell 4660004973

distance 0.206 · cross-district

#7 · Ahmednagarcell 4660004154

distance 0.212 · cross-district

#8 · Solapurcell 4960000388

distance 0.223 · cross-district

#9 · Ahmednagarcell 4660004110

distance 0.228 · cross-district

#10 · Ahmednagarcell 4660004587

distance 0.228 · cross-district

#11 · Sanglicell 4930004395

distance 0.234

#12 · Ahmednagarcell 4660004918

distance 0.234 · cross-district

#13 · Ahmednagarcell 4660005105

distance 0.235 · cross-district

#14 · Sanglicell 4930000959

distance 0.236

#15 · Sanglicell 4930000653

distance 0.241

#16 · Sanglicell 4930004081

distance 0.242

#17 · Ahmednagarcell 4660004829

distance 0.243 · cross-district

#18 · Sanglicell 4930005094

distance 0.245

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":4930004699}}}'

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.