Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006119

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

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005428

distance 0.177

#2 · Sanglicell 4930006124

distance 0.18

#3 · Sanglicell 4930006341

distance 0.207

#4 · Sanglicell 4930005634

distance 0.221

#5 · Sataracell 4940000956

distance 0.222 · cross-district

#6 · Sanglicell 4930005463

distance 0.225

#7 · Sataracell 4940005117

distance 0.228 · cross-district

#8 · Sanglicell 4930004665

distance 0.229

#9 · Kolhapurcell 4800004785

distance 0.233 · cross-district

#10 · Nashikcell 4870005721

distance 0.235 · cross-district

#11 · Sanglicell 4930006407

distance 0.239

#12 · Sataracell 4940000893

distance 0.24 · cross-district

#13 · Sataracell 4940002800

distance 0.241 · cross-district

#14 · Sanglicell 4930006824

distance 0.241

#15 · Nashikcell 4870005121

distance 0.25 · cross-district

#16 · Sanglicell 4930006537

distance 0.252

#17 · Nashikcell 4870004859

distance 0.253 · cross-district

#18 · Sataracell 4940001979

distance 0.254 · 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":4930006119}}}'

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.