Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003653

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

0.088

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003824

distance 0.088

#2 · Beedcell 4700004694

distance 0.104

#3 · Beedcell 4700003143

distance 0.128

#4 · Beedcell 4700005780

distance 0.132

#5 · Beedcell 4700002622

distance 0.14

#6 · Ahmednagarcell 4660002991

distance 0.148 · cross-district

#7 · Beedcell 4700003485

distance 0.149

#8 · Beedcell 4700004865

distance 0.15

#9 · Beedcell 4700002288

distance 0.152

#10 · Ahmednagarcell 4660000197

distance 0.156 · cross-district

#11 · Beedcell 4700002448

distance 0.157

#12 · Ahmednagarcell 4660002089

distance 0.158 · cross-district

#13 · Ahmednagarcell 4660008922

distance 0.159 · cross-district

#14 · Ahmednagarcell 4660002258

distance 0.159 · cross-district

#15 · Beedcell 4700003985

distance 0.159

#16 · Ahmednagarcell 4660000559

distance 0.16 · cross-district

#17 · Ahmednagarcell 4660009306

distance 0.161 · cross-district

#18 · Ahmednagarcell 4660000526

distance 0.161 · 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":4700003653}}}'

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.