Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002826

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002149

distance 0.127

#2 · Beedcell 4700002997

distance 0.13

#3 · Beedcell 4700002823

distance 0.147

#4 · Ahmednagarcell 4660000630

distance 0.155 · cross-district

#5 · Beedcell 4700001517

distance 0.16

#6 · Ahmednagarcell 4660000947

distance 0.163 · cross-district

#7 · Ahmednagarcell 4660002299

distance 0.163 · cross-district

#8 · Beedcell 4700000725

distance 0.17

#9 · Beedcell 4700002822

distance 0.172

#10 · Ahmednagarcell 4660000841

distance 0.174 · cross-district

#11 · Beedcell 4700001233

distance 0.176

#12 · Ahmednagarcell 4660002298

distance 0.178 · cross-district

#13 · Ahmednagarcell 4660001401

distance 0.18 · cross-district

#14 · Ahmednagarcell 4660001498

distance 0.18 · cross-district

#15 · Beedcell 4700005640

distance 0.18

#16 · Solapurcell 4960012657

distance 0.185 · cross-district

#17 · Solapurcell 4960012598

distance 0.188 · cross-district

#18 · Ahmednagarcell 4660001127

distance 0.189 · 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":4700002826}}}'

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.