Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001087

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001805

distance 0.087

#2 · Beedcell 4700001218

distance 0.092

#3 · Laturcell 4810005938

distance 0.095 · cross-district

#4 · Parbhanicell 4890000023

distance 0.123 · cross-district

#5 · Laturcell 4810005902

distance 0.126 · cross-district

#6 · Beedcell 4700001084

distance 0.127

#7 · Laturcell 4810005935

distance 0.129 · cross-district

#8 · Parbhanicell 4890000715

distance 0.129 · cross-district

#9 · Nandedcell 4850002883

distance 0.134 · cross-district

#10 · Parbhanicell 4890000773

distance 0.135 · cross-district

#11 · Dharashivcell 4880006186

distance 0.135 · cross-district

#12 · Parbhanicell 4890000426

distance 0.136 · cross-district

#13 · Beedcell 4700000955

distance 0.137

#14 · Laturcell 4810006007

distance 0.137 · cross-district

#15 · Dharashivcell 4880006245

distance 0.138 · cross-district

#16 · Parbhanicell 4890000607

distance 0.139 · cross-district

#17 · Parbhanicell 4890000349

distance 0.142 · cross-district

#18 · Parbhanicell 4890001202

distance 0.142 · 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":4700001087}}}'

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.