Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006015

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004717

distance 0.153

#2 · Dharashivcell 4880005942

distance 0.165 · cross-district

#3 · Dharashivcell 4880005095

distance 0.171 · cross-district

#4 · Sanglicell 4930006369

distance 0.179

#5 · Sanglicell 4930003792

distance 0.19

#6 · Sanglicell 4930004595

distance 0.191

#7 · Sanglicell 4930002248

distance 0.193

#8 · Dharashivcell 4880000474

distance 0.194 · cross-district

#9 · Sanglicell 4930002911

distance 0.199

#10 · Laturcell 4810000873

distance 0.201 · cross-district

#11 · Sanglicell 4930006924

distance 0.202

#12 · Ahmednagarcell 4660000056

distance 0.21 · cross-district

#13 · Sanglicell 4930004558

distance 0.212

#14 · Solapurcell 4960012393

distance 0.215 · cross-district

#15 · Sanglicell 4930004570

distance 0.217

#16 · Sanglicell 4930004809

distance 0.218

#17 · Sanglicell 4930007157

distance 0.22

#18 · Sanglicell 4930002249

distance 0.22

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":4930006015}}}'

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.