Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001644

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

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005696

distance 0.093

#2 · Sanglicell 4930004615

distance 0.129

#3 · Sanglicell 4930005863

distance 0.147

#4 · Sanglicell 4930005025

distance 0.148

#5 · Sanglicell 4930001342

distance 0.152

#6 · Sanglicell 4930004159

distance 0.154

#7 · Sanglicell 4930005778

distance 0.154

#8 · Sanglicell 4930005266

distance 0.154

#9 · Sanglicell 4930004019

distance 0.155

#10 · Sanglicell 4930001944

distance 0.155

#11 · Sanglicell 4930004607

distance 0.155

#12 · Solapurcell 4960000082

distance 0.158 · cross-district

#13 · Sanglicell 4930005780

distance 0.159

#14 · Sanglicell 4930004606

distance 0.16

#15 · Sanglicell 4930005947

distance 0.16

#16 · Solapurcell 4960001004

distance 0.161 · cross-district

#17 · Sanglicell 4930004478

distance 0.163

#18 · Beedcell 4700007884

distance 0.163 · 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":4930001644}}}'

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.