Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006945

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

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003584

distance 0.123 · cross-district

#2 · Sanglicell 4930007030

distance 0.137

#3 · Sanglicell 4930006830

distance 0.151

#4 · Sataracell 4940002905

distance 0.165 · cross-district

#5 · Sataracell 4940002909

distance 0.169 · cross-district

#6 · Sanglicell 4930006998

distance 0.173

#7 · Sataracell 4940003012

distance 0.188 · cross-district

#8 · Sataracell 4940003587

distance 0.193 · cross-district

#9 · Sanglicell 4930006941

distance 0.196

#10 · Sanglicell 4930006965

distance 0.2

#11 · Sataracell 4940002220

distance 0.2 · cross-district

#12 · Sataracell 4940003588

distance 0.201 · cross-district

#13 · Sataracell 4940003247

distance 0.203 · cross-district

#14 · Sataracell 4940003700

distance 0.204 · cross-district

#15 · Sataracell 4940002349

distance 0.206 · cross-district

#16 · Solapurcell 4960004201

distance 0.207 · cross-district

#17 · Sanglicell 4930006968

distance 0.21

#18 · Solapurcell 4960001540

distance 0.212 · cross-district

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":4930006945}}}'

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.