Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004041

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003875

distance 0.159

#2 · Sanglicell 4930005530

distance 0.185

#3 · Sataracell 4940000769

distance 0.187 · cross-district

#4 · Sanglicell 4930004048

distance 0.189

#5 · Sanglicell 4930004214

distance 0.192

#6 · Sanglicell 4930005429

distance 0.193

#7 · Sataracell 4940001072

distance 0.194 · cross-district

#8 · Sataracell 4940000549

distance 0.198 · cross-district

#9 · Sataracell 4940000607

distance 0.199 · cross-district

#10 · Sanglicell 4930003876

distance 0.204

#11 · Sataracell 4940001192

distance 0.205 · cross-district

#12 · Sataracell 4940000482

distance 0.205 · cross-district

#13 · Sanglicell 4930005733

distance 0.206

#14 · Sataracell 4940000609

distance 0.209 · cross-district

#15 · Sanglicell 4930004932

distance 0.211

#16 · Sanglicell 4930001013

distance 0.213

#17 · Sanglicell 4930006189

distance 0.215

#18 · Sanglicell 4930004789

distance 0.217

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":4930004041}}}'

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.