Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003531

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

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005671

distance 0.122

#2 · Dharashivcell 4880006328

distance 0.142 · cross-district

#3 · Beedcell 4700003522

distance 0.144

#4 · Ahmednagarcell 4660001025

distance 0.15 · cross-district

#5 · Beedcell 4700003693

distance 0.152

#6 · Dharashivcell 4880006376

distance 0.153 · cross-district

#7 · Beedcell 4700006894

distance 0.153

#8 · Dharashivcell 4880002355

distance 0.153 · cross-district

#9 · Beedcell 4700003527

distance 0.156

#10 · Beedcell 4700006537

distance 0.156

#11 · Dharashivcell 4880002067

distance 0.16 · cross-district

#12 · Beedcell 4700001129

distance 0.16

#13 · Dharashivcell 4880002752

distance 0.161 · cross-district

#14 · Dharashivcell 4880006407

distance 0.162 · cross-district

#15 · Beedcell 4700006531

distance 0.163

#16 · Dharashivcell 4880003976

distance 0.164 · cross-district

#17 · Beedcell 4700004904

distance 0.164

#18 · Dharashivcell 4880006333

distance 0.164 · 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":4700003531}}}'

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.