Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003216

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.286

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660011552

distance 0.286 · cross-district

#2 · Sanglicell 4930005561

distance 0.318

#3 · Laturcell 4810001017

distance 0.323 · cross-district

#4 · Laturcell 4810000726

distance 0.326 · cross-district

#5 · Beedcell 4700005617

distance 0.326 · cross-district

#6 · Dharashivcell 4880006052

distance 0.328 · cross-district

#7 · Jalgaoncell 4780000456

distance 0.333 · cross-district

#8 · Dharashivcell 4880002313

distance 0.334 · cross-district

#9 · Nandedcell 4850002666

distance 0.335 · cross-district

#10 · Sanglicell 4930002543

distance 0.343

#11 · Sanglicell 4930001032

distance 0.349

#12 · Dharashivcell 4880000471

distance 0.351 · cross-district

#13 · Buldhanacell 4720000902

distance 0.352 · cross-district

#14 · Parbhanicell 4890000672

distance 0.354 · cross-district

#15 · Jalgaoncell 4780003041

distance 0.357 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000316

distance 0.358 · cross-district

#17 · Washimcell 4990000538

distance 0.358 · cross-district

#18 · Sanglicell 4930006149

distance 0.359

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":4930003216}}}'

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.