Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006869

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

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006870

distance 0.096

#2 · Sanglicell 4930006902

distance 0.115

#3 · Sanglicell 4930006871

distance 0.118

#4 · Sanglicell 4930006716

distance 0.124

#5 · Sanglicell 4930006868

distance 0.134

#6 · Sanglicell 4930006831

distance 0.139

#7 · Sataracell 4940003359

distance 0.14 · cross-district

#8 · Sataracell 4940003357

distance 0.147 · cross-district

#9 · Sataracell 4940003697

distance 0.149 · cross-district

#10 · Sataracell 4940002228

distance 0.158 · cross-district

#11 · Solapurcell 4960002949

distance 0.159 · cross-district

#12 · Sataracell 4940003015

distance 0.159 · cross-district

#13 · Sanglicell 4930006776

distance 0.162

#14 · Sanglicell 4930007181

distance 0.163

#15 · Sanglicell 4930006643

distance 0.168

#16 · Sataracell 4940004766

distance 0.171 · cross-district

#17 · Sanglicell 4930007164

distance 0.173

#18 · Sanglicell 4930006992

distance 0.173

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":4930006869}}}'

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.