Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005334

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 4700003992

distance 0.101

#2 · Beedcell 4700005183

distance 0.119

#3 · Ahmednagarcell 4660003507

distance 0.133 · cross-district

#4 · Beedcell 4700003487

distance 0.137

#5 · Ahmednagarcell 4660000660

distance 0.137 · cross-district

#6 · Dharashivcell 4880005578

distance 0.138 · cross-district

#7 · Beedcell 4700004675

distance 0.139

#8 · Ahmednagarcell 4660001185

distance 0.143 · cross-district

#9 · Beedcell 4700005180

distance 0.145

#10 · Ahmednagarcell 4660000347

distance 0.147 · cross-district

#11 · Solapurcell 4960011425

distance 0.148 · cross-district

#12 · Ahmednagarcell 4660009755

distance 0.149 · cross-district

#13 · Ahmednagarcell 4660003294

distance 0.15 · cross-district

#14 · Solapurcell 4960010878

distance 0.15 · cross-district

#15 · Sanglicell 4930006512

distance 0.151 · cross-district

#16 · Dharashivcell 4880005483

distance 0.151 · cross-district

#17 · Solapurcell 4960000567

distance 0.151 · cross-district

#18 · Ahmednagarcell 4660001461

distance 0.153 · 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":4700005334}}}'

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.