Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005463

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000390

distance 0.154

#2 · Laturcell 4810002402

distance 0.174 · cross-district

#3 · Laturcell 4810000897

distance 0.182 · cross-district

#4 · Beedcell 4700001571

distance 0.2

#5 · Beedcell 4700006959

distance 0.202

#6 · Beedcell 4700007878

distance 0.204

#7 · Parbhanicell 4890003001

distance 0.209 · cross-district

#8 · Sanglicell 4930003611

distance 0.216 · cross-district

#9 · Nandedcell 4850004662

distance 0.22 · cross-district

#10 · Nandedcell 4850004660

distance 0.222 · cross-district

#11 · Dharashivcell 4880005654

distance 0.223 · cross-district

#12 · Laturcell 4810003590

distance 0.225 · cross-district

#13 · Beedcell 4700007406

distance 0.227

#14 · Jalnacell 4790002894

distance 0.23 · cross-district

#15 · Yavatmalcell 5000006410

distance 0.23 · cross-district

#16 · Solapurcell 4960004769

distance 0.23 · cross-district

#17 · Parbhanicell 4890000185

distance 0.231 · cross-district

#18 · Beedcell 4700000063

distance 0.234

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":4700005463}}}'

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.