Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007126

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

0.095

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006956

distance 0.095

#2 · Solapurcell 4960002809

distance 0.108 · cross-district

#3 · Sanglicell 4930007098

distance 0.132

#4 · Solapurcell 4960002530

distance 0.148 · cross-district

#5 · Sanglicell 4930007042

distance 0.15

#6 · Sanglicell 4930007061

distance 0.151

#7 · Sanglicell 4930006889

distance 0.157

#8 · Sanglicell 4930006661

distance 0.159

#9 · Sanglicell 4930007137

distance 0.16

#10 · Sanglicell 4930007132

distance 0.172

#11 · Ahmednagarcell 4660008734

distance 0.172 · cross-district

#12 · Sataracell 4940007904

distance 0.173 · cross-district

#13 · Sanglicell 4930006955

distance 0.177

#14 · Solapurcell 4960000966

distance 0.181 · cross-district

#15 · Ahmednagarcell 4660002362

distance 0.182 · cross-district

#16 · Solapurcell 4960003911

distance 0.183 · cross-district

#17 · Sanglicell 4930006954

distance 0.184

#18 · Sanglicell 4930007060

distance 0.185

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":4930007126}}}'

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.