Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003701

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.304

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003361

distance 0.304

#2 · Sataracell 4940000826

distance 0.374 · cross-district

#3 · Sanglicell 4930003185

distance 0.377

#4 · Sanglicell 4930004350

distance 0.378

#5 · Sataracell 4940000222

distance 0.381 · cross-district

#6 · Sanglicell 4930001008

distance 0.392

#7 · Sanglicell 4930001006

distance 0.395

#8 · Sanglicell 4930004208

distance 0.404

#9 · Sanglicell 4930002329

distance 0.404

#10 · Sanglicell 4930000913

distance 0.405

#11 · Sataracell 4940000195

distance 0.408 · cross-district

#12 · Sataracell 4940000829

distance 0.412 · cross-district

#13 · Sataracell 4940000489

distance 0.413 · cross-district

#14 · Nagpurcell 4840006925

distance 0.414 · cross-district

#15 · Sataracell 4940001106

distance 0.417 · cross-district

#16 · Sanglicell 4930002507

distance 0.417

#17 · Sataracell 4940000141

distance 0.42 · cross-district

#18 · Sanglicell 4930003192

distance 0.421

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":4930003701}}}'

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.