Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003077

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002951

distance 0.11

#2 · Sanglicell 4930002950

distance 0.121

#3 · Sanglicell 4930002093

distance 0.127

#4 · Sanglicell 4930003299

distance 0.129

#5 · Sanglicell 4930002110

distance 0.135

#6 · Sanglicell 4930003076

distance 0.137

#7 · Sanglicell 4930004698

distance 0.147

#8 · Sanglicell 4930003252

distance 0.148

#9 · Sanglicell 4930003990

distance 0.149

#10 · Sanglicell 4930003986

distance 0.161

#11 · Nashikcell 4870006816

distance 0.162 · cross-district

#12 · Nashikcell 4870004758

distance 0.163 · cross-district

#13 · Nashikcell 4870006075

distance 0.163 · cross-district

#14 · Sanglicell 4930002092

distance 0.164

#15 · Sanglicell 4930003773

distance 0.165

#16 · Sanglicell 4930002095

distance 0.167

#17 · Dharashivcell 4880001208

distance 0.168 · cross-district

#18 · Sanglicell 4930003954

distance 0.169

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":4930003077}}}'

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.