Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007461

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007549

distance 0.141

#2 · Parbhanicell 4890002580

distance 0.146 · cross-district

#3 · Beedcell 4700007837

distance 0.147

#4 · Jalnacell 4790001052

distance 0.152 · cross-district

#5 · Parbhanicell 4890003421

distance 0.153 · cross-district

#6 · Beedcell 4700007272

distance 0.154

#7 · Parbhanicell 4890002554

distance 0.154 · cross-district

#8 · Parbhanicell 4890002058

distance 0.158 · cross-district

#9 · Parbhanicell 4890001893

distance 0.158 · cross-district

#10 · Parbhanicell 4890001974

distance 0.159 · cross-district

#11 · Jalnacell 4790001881

distance 0.165 · cross-district

#12 · Parbhanicell 4890001844

distance 0.167 · cross-district

#13 · Jalnacell 4790000134

distance 0.167 · cross-district

#14 · Parbhanicell 4890001929

distance 0.167 · cross-district

#15 · Beedcell 4700007468

distance 0.169

#16 · Beedcell 4700008198

distance 0.172

#17 · Parbhanicell 4890002065

distance 0.172 · cross-district

#18 · Jalnacell 4790000101

distance 0.172 · 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":4700007461}}}'

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.