Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001475

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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.349

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001473

distance 0.349

#2 · Dhulecell 4740001148

distance 0.351 · cross-district

#3 · Nandedcell 4850002801

distance 0.37 · cross-district

#4 · Sanglicell 4930005978

distance 0.373 · cross-district

#5 · Jalnacell 4790002000

distance 0.378 · cross-district

#6 · Washimcell 4990003024

distance 0.382 · cross-district

#7 · Nandedcell 4850002209

distance 0.387 · cross-district

#8 · Beedcell 4700006422

distance 0.392

#9 · Hingolicell 4770000151

distance 0.394 · cross-district

#10 · Jalgaoncell 4780005207

distance 0.394 · cross-district

#11 · Jalnacell 4790001872

distance 0.395 · cross-district

#12 · Jalnacell 4790001641

distance 0.403 · cross-district

#13 · Parbhanicell 4890001090

distance 0.404 · cross-district

#14 · Solapurcell 4960004480

distance 0.409 · cross-district

#15 · Parbhanicell 4890004285

distance 0.41 · cross-district

#16 · Buldhanacell 4720004317

distance 0.412 · cross-district

#17 · Laturcell 4810000442

distance 0.412 · cross-district

#18 · Jalgaoncell 4780004435

distance 0.416 · 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":470,"cluster_id":4700001475}}}'

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.