Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007923

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007922

distance 0.083

#2 · Beedcell 4700008015

distance 0.084

#3 · Parbhanicell 4890002709

distance 0.088 · cross-district

#4 · Beedcell 4700007931

distance 0.091

#5 · Parbhanicell 4890003124

distance 0.109 · cross-district

#6 · Beedcell 4700008016

distance 0.11

#7 · Beedcell 4700008284

distance 0.11

#8 · Beedcell 4700008013

distance 0.112

#9 · Parbhanicell 4890002802

distance 0.112 · cross-district

#10 · Parbhanicell 4890003123

distance 0.113 · cross-district

#11 · Beedcell 4700007468

distance 0.113

#12 · Beedcell 4700007837

distance 0.117

#13 · Beedcell 4700008386

distance 0.129

#14 · Beedcell 4700007549

distance 0.129

#15 · Parbhanicell 4890002918

distance 0.131 · cross-district

#16 · Beedcell 4700008374

distance 0.136

#17 · Parbhanicell 4890003286

distance 0.136 · cross-district

#18 · Parbhanicell 4890002162

distance 0.138 · 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":4700007923}}}'

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.