Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004157

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

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004621

distance 0.093 · cross-district

#2 · Beedcell 4700004159

distance 0.102

#3 · Ahmednagarcell 4660004445

distance 0.115 · cross-district

#4 · Beedcell 4700003642

distance 0.116

#5 · Ahmednagarcell 4660009579

distance 0.122 · cross-district

#6 · Beedcell 4700004680

distance 0.123

#7 · Ahmednagarcell 4660003684

distance 0.125 · cross-district

#8 · Beedcell 4700004507

distance 0.128

#9 · Ahmednagarcell 4660001337

distance 0.135 · cross-district

#10 · Ahmednagarcell 4660010918

distance 0.135 · cross-district

#11 · Ahmednagarcell 4660012534

distance 0.135 · cross-district

#12 · Ahmednagarcell 4660010760

distance 0.136 · cross-district

#13 · Ahmednagarcell 4660009407

distance 0.136 · cross-district

#14 · Beedcell 4700003982

distance 0.136

#15 · Punecell 4900004866

distance 0.137 · cross-district

#16 · Ahmednagarcell 4660004280

distance 0.138 · cross-district

#17 · Ahmednagarcell 4660009405

distance 0.138 · cross-district

#18 · Ahmednagarcell 4660009935

distance 0.139 · 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":4700004157}}}'

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.