Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005633

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005920

distance 0.119

#2 · Beedcell 4700006338

distance 0.12

#3 · Ahmednagarcell 4660004876

distance 0.13 · cross-district

#4 · Beedcell 4700005772

distance 0.14

#5 · Beedcell 4700005634

distance 0.143

#6 · Beedcell 4700006347

distance 0.146

#7 · Beedcell 4700005028

distance 0.153

#8 · Beedcell 4700005914

distance 0.153

#9 · Beedcell 4700006624

distance 0.154

#10 · Beedcell 4700006753

distance 0.154

#11 · Ahmednagarcell 4660002898

distance 0.157 · cross-district

#12 · Beedcell 4700006206

distance 0.158

#13 · Beedcell 4700006887

distance 0.159

#14 · Ahmednagarcell 4660003108

distance 0.165 · cross-district

#15 · Ahmednagarcell 4660003173

distance 0.165 · cross-district

#16 · Beedcell 4700006616

distance 0.169

#17 · Ahmednagarcell 4660003871

distance 0.169 · cross-district

#18 · Ahmednagarcell 4660002969

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":4700005633}}}'

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.