Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002997

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

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002823

distance 0.101

#2 · Beedcell 4700003172

distance 0.104

#3 · Beedcell 4700002653

distance 0.12

#4 · Ahmednagarcell 4660002299

distance 0.121 · cross-district

#5 · Ahmednagarcell 4660001498

distance 0.125 · cross-district

#6 · Beedcell 4700002822

distance 0.126

#7 · Beedcell 4700002826

distance 0.13

#8 · Beedcell 4700002825

distance 0.136

#9 · Beedcell 4700001517

distance 0.149

#10 · Ahmednagarcell 4660000947

distance 0.154 · cross-district

#11 · Solapurcell 4960005331

distance 0.16 · cross-district

#12 · Dharashivcell 4880005226

distance 0.161 · cross-district

#13 · Ahmednagarcell 4660001489

distance 0.162 · cross-district

#14 · Dharashivcell 4880003645

distance 0.163 · cross-district

#15 · Beedcell 4700003332

distance 0.164

#16 · Ahmednagarcell 4660001127

distance 0.164 · cross-district

#17 · Dharashivcell 4880005697

distance 0.165 · cross-district

#18 · Laturcell 4810001942

distance 0.165 · 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":4700002997}}}'

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.