Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005653

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.285

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005761

distance 0.285

#2 · Buldhanacell 4720008337

distance 0.337 · cross-district

#3 · Sanglicell 4930006418

distance 0.34

#4 · Sanglicell 4930006148

distance 0.356

#5 · Buldhanacell 4720004482

distance 0.37 · cross-district

#6 · Akolacell 4670004614

distance 0.376 · cross-district

#7 · Sanglicell 4930005745

distance 0.38

#8 · Kolhapurcell 4800003615

distance 0.381 · cross-district

#9 · Sanglicell 4930006138

distance 0.385

#10 · Sanglicell 4930005675

distance 0.393

#11 · Sataracell 4940000492

distance 0.393 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690008665

distance 0.396 · cross-district

#13 · Jalgaoncell 4780006661

distance 0.405 · cross-district

#14 · Punecell 4900000193

distance 0.406 · cross-district

#15 · Jalgaoncell 4780006955

distance 0.407 · cross-district

#16 · Dharashivcell 4880000993

distance 0.407 · cross-district

#17 · Sanglicell 4930006137

distance 0.409

#18 · Sanglicell 4930005999

distance 0.409

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":4930005653}}}'

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.