Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000596

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

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002002

distance 0.201

#2 · Sataracell 4940000379

distance 0.208 · cross-district

#3 · Sanglicell 4930002003

distance 0.208

#4 · Sanglicell 4930002844

distance 0.217

#5 · Kolhapurcell 4800004367

distance 0.237 · cross-district

#6 · Kolhapurcell 4800004799

distance 0.237 · cross-district

#7 · Sataracell 4940001596

distance 0.24 · cross-district

#8 · Sanglicell 4930000910

distance 0.241

#9 · Kolhapurcell 4800004049

distance 0.246 · cross-district

#10 · Sanglicell 4930000795

distance 0.247

#11 · Sanglicell 4930001369

distance 0.248

#12 · Sataracell 4940001993

distance 0.248 · cross-district

#13 · Kolhapurcell 4800004042

distance 0.25 · cross-district

#14 · Sanglicell 4930006532

distance 0.251

#15 · Sataracell 4940002009

distance 0.251 · cross-district

#16 · Kolhapurcell 4800003963

distance 0.251 · cross-district

#17 · Sataracell 4940002535

distance 0.253 · cross-district

#18 · Sanglicell 4930001837

distance 0.254

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":4930000596}}}'

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.