Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007175

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009202

distance 0.177 · cross-district

#2 · Sanglicell 4930007112

distance 0.184

#3 · Sanglicell 4930007070

distance 0.184

#4 · Solapurcell 4960004059

distance 0.188 · cross-district

#5 · Sataracell 4940008206

distance 0.204 · cross-district

#6 · Solapurcell 4960004204

distance 0.204 · cross-district

#7 · Ahmednagarcell 4660003938

distance 0.206 · cross-district

#8 · Sanglicell 4930007045

distance 0.207

#9 · Sanglicell 4930006916

distance 0.207

#10 · Sataracell 4940003242

distance 0.209 · cross-district

#11 · Solapurcell 4960001760

distance 0.21 · cross-district

#12 · Solapurcell 4960009316

distance 0.213 · cross-district

#13 · Ahmednagarcell 4660000873

distance 0.214 · cross-district

#14 · Ahmednagarcell 4660001733

distance 0.217 · cross-district

#15 · Ahmednagarcell 4660004261

distance 0.217 · cross-district

#16 · Solapurcell 4960001175

distance 0.219 · cross-district

#17 · Ahmednagarcell 4660001525

distance 0.222 · cross-district

#18 · Ahmednagarcell 4660004122

distance 0.223 · 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":4930007175}}}'

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.