Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002272

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 4930002776

distance 0.107

#2 · Sanglicell 4930002441

distance 0.129

#3 · Sanglicell 4930002608

distance 0.136

#4 · Dharashivcell 4880002443

distance 0.143 · cross-district

#5 · Laturcell 4810000447

distance 0.156 · cross-district

#6 · Laturcell 4810000437

distance 0.159 · cross-district

#7 · Sanglicell 4930002440

distance 0.165

#8 · Dharashivcell 4880002084

distance 0.174 · cross-district

#9 · Sanglicell 4930002775

distance 0.175

#10 · Sanglicell 4930002436

distance 0.178

#11 · Laturcell 4810000813

distance 0.179 · cross-district

#12 · Beedcell 4700006519

distance 0.18 · cross-district

#13 · Beedcell 4700000430

distance 0.18 · cross-district

#14 · Sanglicell 4930001614

distance 0.18

#15 · Sanglicell 4930002431

distance 0.181

#16 · Laturcell 4810001325

distance 0.181 · cross-district

#17 · Sanglicell 4930002782

distance 0.181

#18 · Laturcell 4810000812

distance 0.184 · 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":4930002272}}}'

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.