Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005254

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000019

distance 0.107 · cross-district

#2 · Sanglicell 4930005376

distance 0.122

#3 · Sanglicell 4930005255

distance 0.127

#4 · Solapurcell 4960000020

distance 0.128 · cross-district

#5 · Solapurcell 4960000108

distance 0.132 · cross-district

#6 · Solapurcell 4960000738

distance 0.134 · cross-district

#7 · Sanglicell 4930004598

distance 0.15

#8 · Sanglicell 4930005140

distance 0.151

#9 · Ahmednagarcell 4660000370

distance 0.151 · cross-district

#10 · Sanglicell 4930004145

distance 0.153

#11 · Solapurcell 4960001213

distance 0.16 · cross-district

#12 · Solapurcell 4960000035

distance 0.162 · cross-district

#13 · Solapurcell 4960000056

distance 0.165 · cross-district

#14 · Solapurcell 4960000158

distance 0.166 · cross-district

#15 · Dharashivcell 4880000599

distance 0.168 · cross-district

#16 · Solapurcell 4960000122

distance 0.168 · cross-district

#17 · Sanglicell 4930004880

distance 0.17

#18 · Solapurcell 4960000466

distance 0.173 · 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":4930005254}}}'

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.