Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004040

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001125

distance 0.176 · cross-district

#2 · Sataracell 4940000607

distance 0.189 · cross-district

#3 · Sataracell 4940000664

distance 0.205 · cross-district

#4 · Sanglicell 4930004041

distance 0.22

#5 · Sataracell 4940000428

distance 0.228 · cross-district

#6 · Sataracell 4940001072

distance 0.228 · cross-district

#7 · Sanglicell 4930003875

distance 0.238

#8 · Sataracell 4940001184

distance 0.239 · cross-district

#9 · Sanglicell 4930005421

distance 0.239

#10 · Sataracell 4940000196

distance 0.242 · cross-district

#11 · Sataracell 4940000604

distance 0.243 · cross-district

#12 · Sataracell 4940000665

distance 0.246 · cross-district

#13 · Sataracell 4940000482

distance 0.247 · cross-district

#14 · Sataracell 4940001010

distance 0.251 · cross-district

#15 · Sataracell 4940000712

distance 0.252 · cross-district

#16 · Sanglicell 4930005420

distance 0.253

#17 · Sanglicell 4930003876

distance 0.267

#18 · Ahmednagarcell 4660013254

distance 0.268 · 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":4930004040}}}'

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.