Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006945

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.084

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006149

distance 0.084

#2 · Beedcell 4700006148

distance 0.092

#3 · Solapurcell 4960002872

distance 0.118 · cross-district

#4 · Beedcell 4700006704

distance 0.119

#5 · Jalnacell 4790002060

distance 0.124 · cross-district

#6 · Beedcell 4700004653

distance 0.124

#7 · Jalnacell 4790002059

distance 0.128 · cross-district

#8 · Beedcell 4700006936

distance 0.128

#9 · Parbhanicell 4890004272

distance 0.129 · cross-district

#10 · Beedcell 4700006567

distance 0.133

#11 · Beedcell 4700006140

distance 0.133

#12 · Beedcell 4700006429

distance 0.134

#13 · Jalnacell 4790004102

distance 0.134 · cross-district

#14 · Buldhanacell 4720003268

distance 0.136 · cross-district

#15 · Jalnacell 4790001978

distance 0.138 · cross-district

#16 · Beedcell 4700006571

distance 0.139

#17 · Jalnacell 4790002824

distance 0.14 · cross-district

#18 · Solapurcell 4960002591

distance 0.14 · 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":4700006945}}}'

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.