Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004540

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

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003855

distance 0.115

#2 · Beedcell 4700004026

distance 0.118

#3 · Beedcell 4700004023

distance 0.129

#4 · Beedcell 4700004027

distance 0.139

#5 · Beedcell 4700003686

distance 0.145

#6 · Beedcell 4700006890

distance 0.145

#7 · Beedcell 4700005499

distance 0.147

#8 · Beedcell 4700004363

distance 0.148

#9 · Ahmednagarcell 4660004213

distance 0.148 · cross-district

#10 · Beedcell 4700004025

distance 0.149

#11 · Beedcell 4700004362

distance 0.154

#12 · Beedcell 4700003856

distance 0.157

#13 · Beedcell 4700005366

distance 0.159

#14 · Beedcell 4700006224

distance 0.159

#15 · Beedcell 4700004538

distance 0.165

#16 · Beedcell 4700004544

distance 0.165

#17 · Beedcell 4700004198

distance 0.172

#18 · Beedcell 4700006887

distance 0.172

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":4700004540}}}'

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.