Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001332

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001945

distance 0.192

#2 · Amravaticell 4680001021

distance 0.205 · cross-district

#3 · Beedcell 4700000085

distance 0.205

#4 · Hingolicell 4770004017

distance 0.205 · cross-district

#5 · Washimcell 4990000799

distance 0.211 · cross-district

#6 · Buldhanacell 4720000865

distance 0.214 · cross-district

#7 · Buldhanacell 4720003876

distance 0.215 · cross-district

#8 · Dharashivcell 4880001957

distance 0.216 · cross-district

#9 · Dharashivcell 4880001013

distance 0.218 · cross-district

#10 · Beedcell 4700001339

distance 0.218

#11 · Buldhanacell 4720000739

distance 0.219 · cross-district

#12 · Akolacell 4670000757

distance 0.219 · cross-district

#13 · Buldhanacell 4720005086

distance 0.22 · cross-district

#14 · Dharashivcell 4880002626

distance 0.221 · cross-district

#15 · Buldhanacell 4720001999

distance 0.221 · cross-district

#16 · Buldhanacell 4720003704

distance 0.223 · cross-district

#17 · Beedcell 4700003106

distance 0.223

#18 · Dharashivcell 4880000911

distance 0.225 · 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":4700001332}}}'

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.