Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002069

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003079

distance 0.163

#2 · Beedcell 4700002344

distance 0.164 · cross-district

#3 · Sanglicell 4930001896

distance 0.18

#4 · Sanglicell 4930002233

distance 0.191

#5 · Sanglicell 4930001440

distance 0.199

#6 · Ahmednagarcell 4660000289

distance 0.199 · cross-district

#7 · Ahmednagarcell 4660003363

distance 0.201 · cross-district

#8 · Beedcell 4700006804

distance 0.201 · cross-district

#9 · Sanglicell 4930001733

distance 0.202

#10 · Chhatrapati Sambhajinagarcell 4690001927

distance 0.202 · cross-district

#11 · Sanglicell 4930000100

distance 0.206

#12 · Dharashivcell 4880002561

distance 0.209 · cross-district

#13 · Sanglicell 4930004110

distance 0.21

#14 · Sanglicell 4930000117

distance 0.211

#15 · Sanglicell 4930000841

distance 0.211

#16 · Sanglicell 4930004985

distance 0.213

#17 · Sanglicell 4930000235

distance 0.213

#18 · Ahmednagarcell 4660000250

distance 0.214 · 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":4930002069}}}'

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.