Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006702

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.078

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006569

distance 0.078

#2 · Beedcell 4700006567

distance 0.1

#3 · Parbhanicell 4890003987

distance 0.107 · cross-district

#4 · Beedcell 4700006571

distance 0.11

#5 · Beedcell 4700007152

distance 0.111

#6 · Parbhanicell 4890003925

distance 0.121 · cross-district

#7 · Beedcell 4700006705

distance 0.121

#8 · Parbhanicell 4890004049

distance 0.123 · cross-district

#9 · Parbhanicell 4890004481

distance 0.125 · cross-district

#10 · Beedcell 4700007043

distance 0.129

#11 · Beedcell 4700006566

distance 0.131

#12 · Parbhanicell 4890004480

distance 0.132 · cross-district

#13 · Beedcell 4700006156

distance 0.132

#14 · Jalnacell 4790001979

distance 0.139 · cross-district

#15 · Beedcell 4700006140

distance 0.143

#16 · Beedcell 4700005716

distance 0.144

#17 · Buldhanacell 4720005674

distance 0.144 · cross-district

#18 · Parbhanicell 4890003680

distance 0.145 · 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":4700006702}}}'

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.