Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003621

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

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720002323

distance 0.15 · cross-district

#2 · Solapurcell 4960000708

distance 0.153 · cross-district

#3 · Solapurcell 4960000255

distance 0.157 · cross-district

#4 · Washimcell 4990000043

distance 0.159 · cross-district

#5 · Parbhanicell 4890002069

distance 0.161 · cross-district

#6 · Beedcell 4700004481

distance 0.161

#7 · Jalgaoncell 4780005255

distance 0.166 · cross-district

#8 · Nandedcell 4850000842

distance 0.166 · cross-district

#9 · Solapurcell 4960005544

distance 0.167 · cross-district

#10 · Buldhanacell 4720001211

distance 0.167 · cross-district

#11 · Hingolicell 4770003592

distance 0.167 · cross-district

#12 · Solapurcell 4960004246

distance 0.167 · cross-district

#13 · Beedcell 4700005998

distance 0.168

#14 · Dharashivcell 4880005938

distance 0.168 · cross-district

#15 · Solapurcell 4960002797

distance 0.169 · cross-district

#16 · Dharashivcell 4880004821

distance 0.169 · cross-district

#17 · Dharashivcell 4880001372

distance 0.17 · cross-district

#18 · Dharashivcell 4880000385

distance 0.17 · 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":4700003621}}}'

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.