Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000139

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011129

distance 0.229 · cross-district

#2 · Buldhanacell 4720001309

distance 0.254 · cross-district

#3 · Dharashivcell 4880005861

distance 0.277 · cross-district

#4 · Buldhanacell 4720001534

distance 0.296 · cross-district

#5 · Buldhanacell 4720001420

distance 0.301 · cross-district

#6 · Buldhanacell 4720001248

distance 0.399 · cross-district

#7 · Chandrapurcell 4730005610

distance 0.407 · cross-district

#8 · Solapurcell 4960006191

distance 0.442 · cross-district

#9 · Buldhanacell 4720001191

distance 0.444 · cross-district

#10 · Buldhanacell 4720003896

distance 0.447 · cross-district

#11 · Buldhanacell 4720004000

distance 0.452 · cross-district

#12 · Gadchirolicell 4750000108

distance 0.455 · cross-district

#13 · Buldhanacell 4720005148

distance 0.455 · cross-district

#14 · Dharashivcell 4880005860

distance 0.457 · cross-district

#15 · Gadchirolicell 4750000658

distance 0.458 · cross-district

#16 · Wardhacell 4980000754

distance 0.459 · cross-district

#17 · Sataracell 4940003374

distance 0.46 · cross-district

#18 · Kolhapurcell 4800006451

distance 0.46 · 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":4700000139}}}'

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.