Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000077

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 4 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 · Laturcell 4810000648

distance 0.115 · cross-district

#2 · Beedcell 4700000078

distance 0.119

#3 · Dharashivcell 4880005953

distance 0.12 · cross-district

#4 · Dharashivcell 4880004213

distance 0.124 · cross-district

#5 · Dharashivcell 4880002114

distance 0.128 · cross-district

#6 · Laturcell 4810000081

distance 0.136 · cross-district

#7 · Laturcell 4810001285

distance 0.137 · cross-district

#8 · Laturcell 4810001321

distance 0.137 · cross-district

#9 · Dharashivcell 4880005955

distance 0.138 · cross-district

#10 · Buldhanacell 4720003091

distance 0.14 · cross-district

#11 · Laturcell 4810000951

distance 0.142 · cross-district

#12 · Dharashivcell 4880002310

distance 0.144 · cross-district

#13 · Buldhanacell 4720002504

distance 0.147 · cross-district

#14 · Buldhanacell 4720001919

distance 0.15 · cross-district

#15 · Buldhanacell 4720002860

distance 0.15 · cross-district

#16 · Laturcell 4810000354

distance 0.151 · cross-district

#17 · Buldhanacell 4720000167

distance 0.154 · cross-district

#18 · Dharashivcell 4880001340

distance 0.154 · 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":4700000077}}}'

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.