Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004048

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

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004927

distance 0.178

#2 · Sanglicell 4930001370

distance 0.179

#3 · Sataracell 4940000549

distance 0.18 · cross-district

#4 · Sanglicell 4930004788

distance 0.183

#5 · Sataracell 4940000236

distance 0.187 · cross-district

#6 · Sanglicell 4930004041

distance 0.189

#7 · Sataracell 4940000196

distance 0.193 · cross-district

#8 · Sataracell 4940000317

distance 0.195 · cross-district

#9 · Sataracell 4940000609

distance 0.197 · cross-district

#10 · Sanglicell 4930004192

distance 0.199

#11 · Sataracell 4940000057

distance 0.202 · cross-district

#12 · Sataracell 4940000548

distance 0.203 · cross-district

#13 · Sanglicell 4930001372

distance 0.203

#14 · Kolhapurcell 4800005713

distance 0.205 · cross-district

#15 · Sanglicell 4930002506

distance 0.206

#16 · Sanglicell 4930004511

distance 0.206

#17 · Sanglicell 4930001369

distance 0.208

#18 · Sataracell 4940000482

distance 0.209 · 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":4930004048}}}'

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.