Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004322

The MH-36 locality cells most similar to this Beed 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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980000803

distance 0.216 · cross-district

#2 · Hingolicell 4770003967

distance 0.281 · cross-district

#3 · Parbhanicell 4890004858

distance 0.283 · cross-district

#4 · Buldhanacell 4720006528

distance 0.284 · cross-district

#5 · Wardhacell 4980001564

distance 0.297 · cross-district

#6 · Laturcell 4810001017

distance 0.304 · cross-district

#7 · Buldhanacell 4720005537

distance 0.309 · cross-district

#8 · Beedcell 4700001478

distance 0.315

#9 · Parbhanicell 4890003225

distance 0.318 · cross-district

#10 · Beedcell 4700003459

distance 0.32

#11 · Beedcell 4700001807

distance 0.324

#12 · Ahmednagarcell 4660014173

distance 0.33 · cross-district

#13 · Jalgaoncell 4780006259

distance 0.331 · cross-district

#14 · Buldhanacell 4720003309

distance 0.333 · cross-district

#15 · Washimcell 4990000521

distance 0.334 · cross-district

#16 · Dharashivcell 4880005939

distance 0.334 · cross-district

#17 · Beedcell 4700005327

distance 0.336

#18 · Beedcell 4700008265

distance 0.337

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":470,"cluster_id":4700004322}}}'

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.