Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008984

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.267

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002712

distance 0.267 · cross-district

#2 · Beedcell 4700007208

distance 0.278

#3 · Solapurcell 4960004713

distance 0.28 · cross-district

#4 · Jalgaoncell 4780001917

distance 0.291 · cross-district

#5 · Beedcell 4700006983

distance 0.298

#6 · Nandedcell 4850008695

distance 0.298 · cross-district

#7 · Parbhanicell 4890002800

distance 0.301 · cross-district

#8 · Ahmednagarcell 4660014317

distance 0.302 · cross-district

#9 · Jalgaoncell 4780000545

distance 0.31 · cross-district

#10 · Jalnacell 4790001566

distance 0.313 · cross-district

#11 · Beedcell 4700004919

distance 0.316

#12 · Beedcell 4700008947

distance 0.323

#13 · Parbhanicell 4890000099

distance 0.326 · cross-district

#14 · Beedcell 4700008667

distance 0.328

#15 · Yavatmalcell 5000000987

distance 0.332 · cross-district

#16 · Beedcell 4700006099

distance 0.334

#17 · Solapurcell 4960004714

distance 0.336 · cross-district

#18 · Beedcell 4700005387

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":4700008984}}}'

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.