Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003988

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

0.151

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003941

distance 0.151

#2 · Sanglicell 4930003963

distance 0.158

#3 · Beedcell 4700002380

distance 0.161 · cross-district

#4 · Dharashivcell 4880004266

distance 0.167 · cross-district

#5 · Beedcell 4700005666

distance 0.167 · cross-district

#6 · Beedcell 4700004596

distance 0.173 · cross-district

#7 · Solapurcell 4960012387

distance 0.173 · cross-district

#8 · Solapurcell 4960012345

distance 0.176 · cross-district

#9 · Beedcell 4700005811

distance 0.18 · cross-district

#10 · Beedcell 4700004907

distance 0.188 · cross-district

#11 · Dharashivcell 4880004267

distance 0.19 · cross-district

#12 · Beedcell 4700005661

distance 0.191 · cross-district

#13 · Beedcell 4700006251

distance 0.197 · cross-district

#14 · Sanglicell 4930003412

distance 0.199

#15 · Beedcell 4700003689

distance 0.201 · cross-district

#16 · Sanglicell 4930003942

distance 0.203

#17 · Beedcell 4700006387

distance 0.203 · cross-district

#18 · Sanglicell 4930000849

distance 0.203

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":4930003988}}}'

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.