Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000959

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

0.065

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005654

distance 0.065 · cross-district

#2 · Laturcell 4810005935

distance 0.104 · cross-district

#3 · Laturcell 4810005707

distance 0.106 · cross-district

#4 · Laturcell 4810005650

distance 0.116 · cross-district

#5 · Parbhanicell 4890000041

distance 0.119 · cross-district

#6 · Laturcell 4810005538

distance 0.122 · cross-district

#7 · Beedcell 4700001806

distance 0.124

#8 · Beedcell 4700001500

distance 0.139

#9 · Nandedcell 4850003958

distance 0.14 · cross-district

#10 · Parbhanicell 4890000029

distance 0.142 · cross-district

#11 · Laturcell 4810005933

distance 0.142 · cross-district

#12 · Dharashivcell 4880006197

distance 0.146 · cross-district

#13 · Nandedcell 4850003962

distance 0.146 · cross-district

#14 · Laturcell 4810005798

distance 0.146 · cross-district

#15 · Beedcell 4700000830

distance 0.148

#16 · Laturcell 4810005752

distance 0.15 · cross-district

#17 · Laturcell 4810005540

distance 0.151 · cross-district

#18 · Parbhanicell 4890000057

distance 0.151 · 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":4700000959}}}'

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.