Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002343

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

0.3

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002511

distance 0.3

#2 · Sanglicell 4930002342

distance 0.345

#3 · Sanglicell 4930002683

distance 0.348

#4 · Sanglicell 4930002512

distance 0.349

#5 · Sanglicell 4930001244

distance 0.358

#6 · Sanglicell 4930001374

distance 0.386

#7 · Sanglicell 4930003545

distance 0.387

#8 · Sanglicell 4930001126

distance 0.389

#9 · Sanglicell 4930002681

distance 0.393

#10 · Sanglicell 4930002675

distance 0.393

#11 · Sanglicell 4930002510

distance 0.401

#12 · Ahmednagarcell 4660013351

distance 0.406 · cross-district

#13 · Sanglicell 4930001672

distance 0.407

#14 · Ahmednagarcell 4660013350

distance 0.409 · cross-district

#15 · Sanglicell 4930003019

distance 0.412

#16 · Sataracell 4940003787

distance 0.413 · cross-district

#17 · Ahmednagarcell 4660013585

distance 0.414 · cross-district

#18 · Sanglicell 4930000687

distance 0.415

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":4930002343}}}'

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.