Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007647

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

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003042

distance 0.072 · cross-district

#2 · Beedcell 4700007374

distance 0.095

#3 · Parbhanicell 4890002803

distance 0.101 · cross-district

#4 · Parbhanicell 4890003200

distance 0.101 · cross-district

#5 · Parbhanicell 4890002716

distance 0.101 · cross-district

#6 · Parbhanicell 4890003356

distance 0.108 · cross-district

#7 · Jalnacell 4790001799

distance 0.11 · cross-district

#8 · Parbhanicell 4890003047

distance 0.112 · cross-district

#9 · Beedcell 4700007378

distance 0.115

#10 · Parbhanicell 4890002967

distance 0.119 · cross-district

#11 · Parbhanicell 4890003039

distance 0.12 · cross-district

#12 · Beedcell 4700008114

distance 0.122

#13 · Parbhanicell 4890002403

distance 0.122 · cross-district

#14 · Beedcell 4700007649

distance 0.122

#15 · Parbhanicell 4890001982

distance 0.122 · cross-district

#16 · Beedcell 4700007648

distance 0.123

#17 · Parbhanicell 4890002882

distance 0.124 · cross-district

#18 · Parbhanicell 4890003484

distance 0.124 · 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":4700007647}}}'

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.