Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006718

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002229

distance 0.083 · cross-district

#2 · Sataracell 4940003236

distance 0.097 · cross-district

#3 · Sanglicell 4930006826

distance 0.102

#4 · Sataracell 4940003808

distance 0.108 · cross-district

#5 · Sanglicell 4930006719

distance 0.113

#6 · Sataracell 4940003016

distance 0.119 · cross-district

#7 · Sataracell 4940002795

distance 0.131 · cross-district

#8 · Sataracell 4940003248

distance 0.133 · cross-district

#9 · Sataracell 4940003365

distance 0.135 · cross-district

#10 · Sanglicell 4930006781

distance 0.135

#11 · Sanglicell 4930006649

distance 0.14

#12 · Sanglicell 4930007194

distance 0.142

#13 · Sanglicell 4930006720

distance 0.145

#14 · Sataracell 4940002343

distance 0.151 · cross-district

#15 · Sataracell 4940002336

distance 0.154 · cross-district

#16 · Sataracell 4940002567

distance 0.158 · cross-district

#17 · Sanglicell 4930006783

distance 0.158

#18 · Sanglicell 4930007029

distance 0.158

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":4930006718}}}'

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.