Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003535

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.314

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000789

distance 0.314

#2 · Sanglicell 4930003362

distance 0.337

#3 · Sanglicell 4930001658

distance 0.353

#4 · Sanglicell 4930000783

distance 0.355

#5 · Sanglicell 4930001240

distance 0.358

#6 · Sanglicell 4930001008

distance 0.365

#7 · Sanglicell 4930000906

distance 0.374

#8 · Sanglicell 4930002000

distance 0.377

#9 · Sanglicell 4930003361

distance 0.384

#10 · Sanglicell 4930002165

distance 0.393

#11 · Sanglicell 4930003537

distance 0.394

#12 · Sanglicell 4930002001

distance 0.398

#13 · Sanglicell 4930001006

distance 0.404

#14 · Nagpurcell 4840006925

distance 0.424 · cross-district

#15 · Sanglicell 4930003701

distance 0.436

#16 · Sanglicell 4930002329

distance 0.441

#17 · Sanglicell 4930003372

distance 0.447

#18 · Sanglicell 4930002671

distance 0.45

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":4930003535}}}'

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.