Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000081

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005315

distance 0.097 · cross-district

#2 · Dharashivcell 4880005411

distance 0.113 · cross-district

#3 · Dharashivcell 4880005779

distance 0.115 · cross-district

#4 · Laturcell 4810001356

distance 0.119 · cross-district

#5 · Laturcell 4810000037

distance 0.128 · cross-district

#6 · Beedcell 4700000083

distance 0.13

#7 · Laturcell 4810001614

distance 0.132 · cross-district

#8 · Dharashivcell 4880005683

distance 0.133 · cross-district

#9 · Laturcell 4810001211

distance 0.134 · cross-district

#10 · Laturcell 4810001214

distance 0.14 · cross-district

#11 · Dharashivcell 4880004733

distance 0.142 · cross-district

#12 · Solapurcell 4960005937

distance 0.145 · cross-district

#13 · Dharashivcell 4880005868

distance 0.145 · cross-district

#14 · Dharashivcell 4880005579

distance 0.148 · cross-district

#15 · Solapurcell 4960006991

distance 0.149 · cross-district

#16 · Solapurcell 4960004464

distance 0.149 · cross-district

#17 · Laturcell 4810000863

distance 0.15 · cross-district

#18 · Laturcell 4810001300

distance 0.151 · 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":4700000081}}}'

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.