Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004067

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006122

distance 0.223

#2 · Dharashivcell 4880000977

distance 0.23 · cross-district

#3 · Solapurcell 4960007731

distance 0.245 · cross-district

#4 · Beedcell 4700004923

distance 0.251

#5 · Ahmednagarcell 4660003057

distance 0.254 · cross-district

#6 · Ahmednagarcell 4660004027

distance 0.255 · cross-district

#7 · Beedcell 4700004933

distance 0.256

#8 · Ahmednagarcell 4660012502

distance 0.262 · cross-district

#9 · Punecell 4900003087

distance 0.265 · cross-district

#10 · Ahmednagarcell 4660003860

distance 0.266 · cross-district

#11 · Punecell 4900001861

distance 0.267 · cross-district

#12 · Sanglicell 4930000658

distance 0.267 · cross-district

#13 · Ahmednagarcell 4660004155

distance 0.271 · cross-district

#14 · Ahmednagarcell 4660002990

distance 0.273 · cross-district

#15 · Punecell 4900005791

distance 0.275 · cross-district

#16 · Solapurcell 4960000349

distance 0.275 · cross-district

#17 · Dhulecell 4740003213

distance 0.277 · cross-district

#18 · Sataracell 4940002844

distance 0.277 · 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":4700004067}}}'

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.