Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004106

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

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004973

distance 0.172

#2 · Sanglicell 4930002738

distance 0.175

#3 · Sanglicell 4930004081

distance 0.175

#4 · Ahmednagarcell 4660004110

distance 0.18 · cross-district

#5 · Sanglicell 4930004699

distance 0.186

#6 · Punecell 4900001744

distance 0.191 · cross-district

#7 · Sanglicell 4930003082

distance 0.191

#8 · Sanglicell 4930004980

distance 0.194

#9 · Sanglicell 4930002908

distance 0.194

#10 · Sanglicell 4930002402

distance 0.199

#11 · Ahmednagarcell 4660004243

distance 0.199 · cross-district

#12 · Sanglicell 4930004118

distance 0.201

#13 · Ahmednagarcell 4660001664

distance 0.202 · cross-district

#14 · Ahmednagarcell 4660004161

distance 0.205 · cross-district

#15 · Ahmednagarcell 4660011074

distance 0.205 · cross-district

#16 · Sanglicell 4930004281

distance 0.206

#17 · Sanglicell 4930001449

distance 0.206

#18 · Ahmednagarcell 4660004310

distance 0.207 · 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":4930004106}}}'

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.