Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006191

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 10 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.302

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004843

distance 0.302

#2 · Sataracell 4940002804

distance 0.336 · cross-district

#3 · Amravaticell 4680000321

distance 0.343 · cross-district

#4 · Ahmednagarcell 4660005461

distance 0.347 · cross-district

#5 · Nagpurcell 4840004724

distance 0.356 · cross-district

#6 · Solapurcell 4960002392

distance 0.357 · cross-district

#7 · Washimcell 4990004368

distance 0.359 · cross-district

#8 · Sanglicell 4930006817

distance 0.364

#9 · Ahmednagarcell 4660001962

distance 0.366 · cross-district

#10 · Akolacell 4670001976

distance 0.371 · cross-district

#11 · Solapurcell 4960000029

distance 0.372 · cross-district

#12 · Sanglicell 4930003604

distance 0.38

#13 · Sanglicell 4930005542

distance 0.38

#14 · Ahmednagarcell 4660013119

distance 0.38 · cross-district

#15 · Washimcell 4990003779

distance 0.381 · cross-district

#16 · Hingolicell 4770003966

distance 0.382 · cross-district

#17 · Sataracell 4940007184

distance 0.385 · cross-district

#18 · Jalgaoncell 4780005367

distance 0.389 · 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":4930006191}}}'

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.