Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008359

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008512

distance 0.1

#2 · Beedcell 4700007346

distance 0.129

#3 · Beedcell 4700008890

distance 0.132

#4 · Buldhanacell 4720000962

distance 0.134 · cross-district

#5 · Beedcell 4700008596

distance 0.137

#6 · Beedcell 4700000556

distance 0.14

#7 · Jalnacell 4790003818

distance 0.145 · cross-district

#8 · Jalnacell 4790002722

distance 0.149 · cross-district

#9 · Jalnacell 4790003826

distance 0.149 · cross-district

#10 · Beedcell 4700000457

distance 0.149

#11 · Beedcell 4700000474

distance 0.158

#12 · Laturcell 4810001738

distance 0.158 · cross-district

#13 · Beedcell 4700008268

distance 0.158

#14 · Nandedcell 4850004319

distance 0.159 · cross-district

#15 · Beedcell 4700005295

distance 0.159

#16 · Beedcell 4700004667

distance 0.159

#17 · Beedcell 4700005446

distance 0.16

#18 · Jalnacell 4790002529

distance 0.16 · 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":4700008359}}}'

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.