Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004069

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004375

distance 0.143

#2 · Sanglicell 4930004363

distance 0.152

#3 · Sanglicell 4930006527

distance 0.2

#4 · Sataracell 4940000282

distance 0.204 · cross-district

#5 · Sanglicell 4930005960

distance 0.206

#6 · Sanglicell 4930005298

distance 0.21

#7 · Sanglicell 4930001244

distance 0.211

#8 · Solapurcell 4960007855

distance 0.214 · cross-district

#9 · Nashikcell 4870004700

distance 0.216 · cross-district

#10 · Solapurcell 4960008810

distance 0.22 · cross-district

#11 · Solapurcell 4960009228

distance 0.221 · cross-district

#12 · Sanglicell 4930004224

distance 0.222

#13 · Ahmednagarcell 4660002952

distance 0.225 · cross-district

#14 · Sanglicell 4930006455

distance 0.226

#15 · Sanglicell 4930005210

distance 0.226

#16 · Sanglicell 4930005184

distance 0.227

#17 · Solapurcell 4960008621

distance 0.228 · cross-district

#18 · Solapurcell 4960011996

distance 0.229 · 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":4930004069}}}'

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.