Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006933

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

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001711

distance 0.145 · cross-district

#2 · Sanglicell 4930006954

distance 0.205

#3 · Sataracell 4940002455

distance 0.206 · cross-district

#4 · Sanglicell 4930007083

distance 0.209

#5 · Sataracell 4940008314

distance 0.215 · cross-district

#6 · Punecell 4900005787

distance 0.216 · cross-district

#7 · Sataracell 4940003233

distance 0.216 · cross-district

#8 · Sanglicell 4930007003

distance 0.217

#9 · Punecell 4900006172

distance 0.22 · cross-district

#10 · Sataracell 4940002964

distance 0.221 · cross-district

#11 · Punecell 4900005533

distance 0.221 · cross-district

#12 · Sataracell 4940003582

distance 0.222 · cross-district

#13 · Sanglicell 4930006179

distance 0.223

#14 · Sanglicell 4930005803

distance 0.225

#15 · Kolhapurcell 4800004128

distance 0.225 · cross-district

#16 · Sanglicell 4930006987

distance 0.225

#17 · Solapurcell 4960003261

distance 0.225 · cross-district

#18 · Sanglicell 4930007043

distance 0.227

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":4930006933}}}'

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.