Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001998

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

0.129

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005702

distance 0.129 · cross-district

#2 · Beedcell 4700000846

distance 0.141

#3 · Beedcell 4700002833

distance 0.16

#4 · Dharashivcell 4880004566

distance 0.16 · cross-district

#5 · Ahmednagarcell 4660002934

distance 0.163 · cross-district

#6 · Dharashivcell 4880005960

distance 0.165 · cross-district

#7 · Dharashivcell 4880005236

distance 0.169 · cross-district

#8 · Dharashivcell 4880004763

distance 0.17 · cross-district

#9 · Beedcell 4700001692

distance 0.173

#10 · Beedcell 4700003020

distance 0.173

#11 · Dharashivcell 4880005704

distance 0.175 · cross-district

#12 · Dharashivcell 4880005337

distance 0.177 · cross-district

#13 · Ahmednagarcell 4660001717

distance 0.18 · cross-district

#14 · Dharashivcell 4880004671

distance 0.181 · cross-district

#15 · Dharashivcell 4880004672

distance 0.185 · cross-district

#16 · Beedcell 4700002490

distance 0.186

#17 · Beedcell 4700002489

distance 0.186

#18 · Ahmednagarcell 4660002116

distance 0.188 · 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":4700001998}}}'

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.