Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003878

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003883

distance 0.252

#2 · Sanglicell 4930003539

distance 0.275

#3 · Sanglicell 4930004380

distance 0.301

#4 · Sanglicell 4930003709

distance 0.319

#5 · Buldhanacell 4720007856

distance 0.329 · cross-district

#6 · Sataracell 4940002968

distance 0.332 · cross-district

#7 · Sanglicell 4930004382

distance 0.332

#8 · Sanglicell 4930001838

distance 0.335

#9 · Solapurcell 4960012209

distance 0.336 · cross-district

#10 · Sanglicell 4930006379

distance 0.345

#11 · Sanglicell 4930003877

distance 0.348

#12 · Sanglicell 4930003540

distance 0.349

#13 · Sanglicell 4930003545

distance 0.351

#14 · Sataracell 4940006496

distance 0.355 · cross-district

#15 · Ahmednagarcell 4660000006

distance 0.361 · cross-district

#16 · Sanglicell 4930005411

distance 0.362

#17 · Jalgaoncell 4780009482

distance 0.363 · cross-district

#18 · Jalgaoncell 4780008553

distance 0.363 · 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":4930003878}}}'

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.