Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008019

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002026

distance 0.243 · cross-district

#2 · Hingolicell 4770003997

distance 0.244 · cross-district

#3 · Nandedcell 4850008117

distance 0.259 · cross-district

#4 · Chandrapurcell 4730004507

distance 0.265 · cross-district

#5 · Nandedcell 4850002387

distance 0.273 · cross-district

#6 · Buldhanacell 4720004278

distance 0.275 · cross-district

#7 · Beedcell 4700008372

distance 0.28

#8 · Washimcell 4990002952

distance 0.281 · cross-district

#9 · Parbhanicell 4890002502

distance 0.283 · cross-district

#10 · Parbhanicell 4890004105

distance 0.289 · cross-district

#11 · Akolacell 4670004240

distance 0.289 · cross-district

#12 · Solapurcell 4960002052

distance 0.29 · cross-district

#13 · Washimcell 4990002204

distance 0.292 · cross-district

#14 · Buldhanacell 4720001162

distance 0.297 · cross-district

#15 · Jalnacell 4790003304

distance 0.301 · cross-district

#16 · Nandedcell 4850002563

distance 0.302 · cross-district

#17 · Dharashivcell 4880000738

distance 0.302 · cross-district

#18 · Amravaticell 4680001386

distance 0.302 · 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":4700008019}}}'

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.