Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003272

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007354

distance 0.166

#2 · Jalnacell 4790002546

distance 0.198 · cross-district

#3 · Dharashivcell 4880000477

distance 0.204 · cross-district

#4 · Beedcell 4700007454

distance 0.214

#5 · Beedcell 4700007167

distance 0.225

#6 · Laturcell 4810002299

distance 0.238 · cross-district

#7 · Laturcell 4810001879

distance 0.243 · cross-district

#8 · Buldhanacell 4720001108

distance 0.244 · cross-district

#9 · Jalnacell 4790001041

distance 0.251 · cross-district

#10 · Nandedcell 4850001004

distance 0.254 · cross-district

#11 · Laturcell 4810002954

distance 0.255 · cross-district

#12 · Solapurcell 4960004631

distance 0.258 · cross-district

#13 · Solapurcell 4960004630

distance 0.261 · cross-district

#14 · Solapurcell 4960004957

distance 0.261 · cross-district

#15 · Dharashivcell 4880001461

distance 0.267 · cross-district

#16 · Beedcell 4700004292

distance 0.268

#17 · Laturcell 4810003346

distance 0.271 · cross-district

#18 · Ahmednagarcell 4660012686

distance 0.273 · 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":4700003272}}}'

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.