Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007043

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006985

distance 0.155

#2 · Sanglicell 4930006987

distance 0.184

#3 · Punecell 4900004849

distance 0.188 · cross-district

#4 · Kolhapurcell 4800004206

distance 0.189 · cross-district

#5 · Sataracell 4940001527

distance 0.195 · cross-district

#6 · Kolhapurcell 4800004128

distance 0.197 · cross-district

#7 · Kolhapurcell 4800004621

distance 0.206 · cross-district

#8 · Solapurcell 4960002390

distance 0.208 · cross-district

#9 · Sanglicell 4930007083

distance 0.209

#10 · Sataracell 4940007894

distance 0.209 · cross-district

#11 · Sataracell 4940007374

distance 0.21 · cross-district

#12 · Punecell 4900006050

distance 0.211 · cross-district

#13 · Punecell 4900005280

distance 0.212 · cross-district

#14 · Sataracell 4940007277

distance 0.212 · cross-district

#15 · Punecell 4900005785

distance 0.213 · cross-district

#16 · Ahmednagarcell 4660003894

distance 0.213 · cross-district

#17 · Solapurcell 4960002391

distance 0.213 · cross-district

#18 · Punecell 4900005533

distance 0.214 · 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":4930007043}}}'

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.