Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700009038

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700009023

distance 0.206

#2 · Solapurcell 4960004110

distance 0.21 · cross-district

#3 · Parbhanicell 4890001269

distance 0.235 · cross-district

#4 · Solapurcell 4960004715

distance 0.236 · cross-district

#5 · Punecell 4900006420

distance 0.242 · cross-district

#6 · Solapurcell 4960004709

distance 0.243 · cross-district

#7 · Jalnacell 4790002672

distance 0.243 · cross-district

#8 · Jalnacell 4790000054

distance 0.254 · cross-district

#9 · Solapurcell 4960004708

distance 0.255 · cross-district

#10 · Beedcell 4700009020

distance 0.257

#11 · Beedcell 4700000562

distance 0.272

#12 · Solapurcell 4960005459

distance 0.273 · cross-district

#13 · Jalnacell 4790000555

distance 0.273 · cross-district

#14 · Buldhanacell 4720005464

distance 0.274 · cross-district

#15 · Parbhanicell 4890004988

distance 0.274 · cross-district

#16 · Solapurcell 4960005310

distance 0.279 · cross-district

#17 · Solapurcell 4960005004

distance 0.28 · cross-district

#18 · Ahmednagarcell 4660014309

distance 0.281 · 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":4700009038}}}'

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.