Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005158

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.038

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005781

distance 0.038

#2 · Sanglicell 4930004467

distance 0.095

#3 · Sanglicell 4930005503

distance 0.105

#4 · Sanglicell 4930004177

distance 0.117

#5 · Sanglicell 4930005033

distance 0.118

#6 · Sanglicell 4930002472

distance 0.12

#7 · Solapurcell 4960000375

distance 0.123 · cross-district

#8 · Sanglicell 4930005034

distance 0.123

#9 · Solapurcell 4960000199

distance 0.126 · cross-district

#10 · Sanglicell 4930004473

distance 0.126

#11 · Sanglicell 4930004763

distance 0.133

#12 · Sanglicell 4930006021

distance 0.135

#13 · Solapurcell 4960000252

distance 0.136 · cross-district

#14 · Sanglicell 4930005513

distance 0.138

#15 · Sanglicell 4930005159

distance 0.141

#16 · Sanglicell 4930005035

distance 0.141

#17 · Sanglicell 4930005780

distance 0.141

#18 · Sanglicell 4930005031

distance 0.142

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":4930005158}}}'

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.