Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007168

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.386

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980001070

distance 0.386 · cross-district

#2 · Laturcell 4810004049

distance 0.399 · cross-district

#3 · Jalnacell 4790001346

distance 0.404 · cross-district

#4 · Nandedcell 4850002129

distance 0.41 · cross-district

#5 · Beedcell 4700004798

distance 0.421

#6 · Buldhanacell 4720001251

distance 0.436 · cross-district

#7 · Beedcell 4700004627

distance 0.437

#8 · Dharashivcell 4880002316

distance 0.445 · cross-district

#9 · Beedcell 4700005463

distance 0.446

#10 · Dharashivcell 4880005654

distance 0.455 · cross-district

#11 · Laturcell 4810000897

distance 0.461 · cross-district

#12 · Buldhanacell 4720002524

distance 0.468 · cross-district

#13 · Beedcell 4700000390

distance 0.468

#14 · Nandedcell 4850004662

distance 0.47 · cross-district

#15 · Sanglicell 4930003611

distance 0.47 · cross-district

#16 · Parbhanicell 4890003001

distance 0.474 · cross-district

#17 · Beedcell 4700001571

distance 0.478

#18 · Laturcell 4810002402

distance 0.479 · 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":4700007168}}}'

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.