Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003801

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

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007899

distance 0.152

#2 · Buldhanacell 4720003098

distance 0.156 · cross-district

#3 · Buldhanacell 4720003096

distance 0.16 · cross-district

#4 · Beedcell 4700004317

distance 0.165

#5 · Buldhanacell 4720003023

distance 0.169 · cross-district

#6 · Buldhanacell 4720002939

distance 0.17 · cross-district

#7 · Beedcell 4700006287

distance 0.174

#8 · Jalgaoncell 4780000353

distance 0.178 · cross-district

#9 · Dharashivcell 4880000590

distance 0.182 · cross-district

#10 · Parbhanicell 4890000729

distance 0.183 · cross-district

#11 · Amravaticell 4680000534

distance 0.186 · cross-district

#12 · Yavatmalcell 5000009961

distance 0.188 · cross-district

#13 · Solapurcell 4960003011

distance 0.19 · cross-district

#14 · Amravaticell 4680000935

distance 0.19 · cross-district

#15 · Dharashivcell 4880000661

distance 0.192 · cross-district

#16 · Laturcell 4810000700

distance 0.194 · cross-district

#17 · Dharashivcell 4880004629

distance 0.196 · cross-district

#18 · Solapurcell 4960000809

distance 0.196 · 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":4700003801}}}'

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.