Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007632

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003498

distance 0.131 · cross-district

#2 · Beedcell 4700001603

distance 0.172

#3 · Parbhanicell 4890002801

distance 0.193 · cross-district

#4 · Jalnacell 4790002028

distance 0.196 · cross-district

#5 · Laturcell 4810003884

distance 0.207 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690003374

distance 0.208 · cross-district

#7 · Beedcell 4700007260

distance 0.208

#8 · Beedcell 4700001040

distance 0.209

#9 · Parbhanicell 4890003002

distance 0.21 · cross-district

#10 · Beedcell 4700007348

distance 0.212

#11 · Beedcell 4700007347

distance 0.213

#12 · Laturcell 4810003795

distance 0.214 · cross-district

#13 · Jalnacell 4790002048

distance 0.218 · cross-district

#14 · Laturcell 4810000732

distance 0.222 · cross-district

#15 · Beedcell 4700007259

distance 0.223

#16 · Chhatrapati Sambhajinagarcell 4690000359

distance 0.224 · cross-district

#17 · Jalnacell 4790000359

distance 0.225 · cross-district

#18 · Jalnacell 4790001962

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":4700007632}}}'

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.