Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007165

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006729

distance 0.187

#2 · Punecell 4900002173

distance 0.196 · cross-district

#3 · Solapurcell 4960000263

distance 0.196 · cross-district

#4 · Ahmednagarcell 4660004524

distance 0.198 · cross-district

#5 · Ahmednagarcell 4660003825

distance 0.2 · cross-district

#6 · Sanglicell 4930005016

distance 0.208

#7 · Sanglicell 4930006888

distance 0.209

#8 · Ahmednagarcell 4660003950

distance 0.212 · cross-district

#9 · Sanglicell 4930007106

distance 0.214

#10 · Sanglicell 4930006928

distance 0.216

#11 · Ahmednagarcell 4660007788

distance 0.216 · cross-district

#12 · Sanglicell 4930006961

distance 0.217

#13 · Sanglicell 4930006088

distance 0.22

#14 · Punecell 4900003070

distance 0.221 · cross-district

#15 · Ahmednagarcell 4660003278

distance 0.221 · cross-district

#16 · Sanglicell 4930006657

distance 0.222

#17 · Solapurcell 4960010224

distance 0.223 · cross-district

#18 · Ahmednagarcell 4660008252

distance 0.225 · 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":4930007165}}}'

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.