Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006823

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

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001710

distance 0.114 · cross-district

#2 · Sataracell 4940001615

distance 0.145 · cross-district

#3 · Sanglicell 4930006825

distance 0.147

#4 · Sanglicell 4930006909

distance 0.152

#5 · Sanglicell 4930006820

distance 0.152

#6 · Sataracell 4940001811

distance 0.154 · cross-district

#7 · Sanglicell 4930006771

distance 0.157

#8 · Sataracell 4940003466

distance 0.164 · cross-district

#9 · Sataracell 4940002555

distance 0.167 · cross-district

#10 · Sataracell 4940002011

distance 0.172 · cross-district

#11 · Kolhapurcell 4800005214

distance 0.177 · cross-district

#12 · Sataracell 4940001712

distance 0.178 · cross-district

#13 · Sataracell 4940002692

distance 0.18 · cross-district

#14 · Sataracell 4940002913

distance 0.18 · cross-district

#15 · Sanglicell 4930004946

distance 0.182

#16 · Sataracell 4940002691

distance 0.183 · cross-district

#17 · Sanglicell 4930006637

distance 0.186

#18 · Sanglicell 4930007103

distance 0.187

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":4930006823}}}'

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.