Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002776

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 · Sanglicell 4930002272

distance 0.107

#2 · Sanglicell 4930002436

distance 0.123

#3 · Sanglicell 4930003474

distance 0.128

#4 · Sanglicell 4930001342

distance 0.128

#5 · Sanglicell 4930001944

distance 0.145

#6 · Dharashivcell 4880002166

distance 0.153 · cross-district

#7 · Laturcell 4810000437

distance 0.154 · cross-district

#8 · Sanglicell 4930003954

distance 0.164

#9 · Sanglicell 4930002782

distance 0.164

#10 · Sanglicell 4930001614

distance 0.165

#11 · Dharashivcell 4880002443

distance 0.166 · cross-district

#12 · Dharashivcell 4880002383

distance 0.167 · cross-district

#13 · Laturcell 4810000385

distance 0.17 · cross-district

#14 · Laturcell 4810000987

distance 0.173 · cross-district

#15 · Beedcell 4700003529

distance 0.173 · cross-district

#16 · Sanglicell 4930002102

distance 0.176

#17 · Sanglicell 4930002108

distance 0.177

#18 · Dharashivcell 4880002084

distance 0.178 · 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":4930002776}}}'

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.