Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006973

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

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005149

distance 0.128

#2 · Beedcell 4700006034

distance 0.143

#3 · Parbhanicell 4890000477

distance 0.207 · cross-district

#4 · Buldhanacell 4720001017

distance 0.212 · cross-district

#5 · Beedcell 4700006306

distance 0.212

#6 · Parbhanicell 4890000636

distance 0.22 · cross-district

#7 · Jalnacell 4790003493

distance 0.223 · cross-district

#8 · Buldhanacell 4720000340

distance 0.226 · cross-district

#9 · Beedcell 4700004986

distance 0.229

#10 · Nagpurcell 4840007466

distance 0.229 · cross-district

#11 · Laturcell 4810001131

distance 0.231 · cross-district

#12 · Solapurcell 4960005448

distance 0.231 · cross-district

#13 · Beedcell 4700007494

distance 0.234

#14 · Beedcell 4700006593

distance 0.235

#15 · Buldhanacell 4720000463

distance 0.236 · cross-district

#16 · Buldhanacell 4720002161

distance 0.238 · cross-district

#17 · Ahmednagarcell 4660005756

distance 0.24 · cross-district

#18 · Ahmednagarcell 4660005510

distance 0.241 · 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":4700006973}}}'

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.