Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002743

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

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002238

distance 0.164

#2 · Sanglicell 4930003615

distance 0.166

#3 · Dharashivcell 4880002714

distance 0.166 · cross-district

#4 · Sanglicell 4930002751

distance 0.167

#5 · Dharashivcell 4880002025

distance 0.17 · cross-district

#6 · Dharashivcell 4880002428

distance 0.192 · cross-district

#7 · Dharashivcell 4880001471

distance 0.195 · cross-district

#8 · Sanglicell 4930003635

distance 0.199

#9 · Laturcell 4810001698

distance 0.201 · cross-district

#10 · Laturcell 4810001457

distance 0.202 · cross-district

#11 · Sanglicell 4930000588

distance 0.202

#12 · Sanglicell 4930003096

distance 0.204

#13 · Sanglicell 4930002073

distance 0.207

#14 · Sanglicell 4930001454

distance 0.209

#15 · Solapurcell 4960000511

distance 0.21 · cross-district

#16 · Sanglicell 4930003816

distance 0.211

#17 · Laturcell 4810000831

distance 0.212 · cross-district

#18 · Laturcell 4810001602

distance 0.213 · 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":4930002743}}}'

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.