Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001595

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000759

distance 0.118

#2 · Laturcell 4810002845

distance 0.128 · cross-district

#3 · Beedcell 4700000670

distance 0.131

#4 · Jalnacell 4790004083

distance 0.137 · cross-district

#5 · Sanglicell 4930004281

distance 0.141 · cross-district

#6 · Laturcell 4810001952

distance 0.142 · cross-district

#7 · Beedcell 4700002732

distance 0.145

#8 · Beedcell 4700007983

distance 0.145

#9 · Beedcell 4700001036

distance 0.153

#10 · Sanglicell 4930004577

distance 0.156 · cross-district

#11 · Sanglicell 4930002407

distance 0.157 · cross-district

#12 · Sanglicell 4930004713

distance 0.157 · cross-district

#13 · Laturcell 4810002935

distance 0.158 · cross-district

#14 · Dharashivcell 4880000044

distance 0.159 · cross-district

#15 · Beedcell 4700002068

distance 0.16

#16 · Ahmednagarcell 4660000608

distance 0.162 · cross-district

#17 · Laturcell 4810000227

distance 0.164 · cross-district

#18 · Beedcell 4700000546

distance 0.165

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":4700001595}}}'

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.