Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000022

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

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005018

distance 0.107 · cross-district

#2 · Beedcell 4700000046

distance 0.108

#3 · Dharashivcell 4880004921

distance 0.113 · cross-district

#4 · Laturcell 4810000843

distance 0.123 · cross-district

#5 · Dharashivcell 4880005493

distance 0.125 · cross-district

#6 · Beedcell 4700000127

distance 0.135

#7 · Dharashivcell 4880005404

distance 0.135 · cross-district

#8 · Laturcell 4810000285

distance 0.136 · cross-district

#9 · Dharashivcell 4880001947

distance 0.138 · cross-district

#10 · Dharashivcell 4880004823

distance 0.146 · cross-district

#11 · Beedcell 4700000651

distance 0.147

#12 · Dharashivcell 4880005687

distance 0.148 · cross-district

#13 · Laturcell 4810001228

distance 0.148 · cross-district

#14 · Laturcell 4810001385

distance 0.15 · cross-district

#15 · Laturcell 4810001545

distance 0.15 · cross-district

#16 · Dharashivcell 4880004619

distance 0.15 · cross-district

#17 · Beedcell 4700000160

distance 0.151

#18 · Beedcell 4700000446

distance 0.152

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":4700000022}}}'

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.