Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001431

The MH-36 locality cells most similar to this Dharashiv 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001863

distance 0.116

#2 · Laturcell 4810000134

distance 0.137 · cross-district

#3 · Laturcell 4810000568

distance 0.141 · cross-district

#4 · Laturcell 4810002245

distance 0.143 · cross-district

#5 · Dharashivcell 4880001342

distance 0.149

#6 · Laturcell 4810001110

distance 0.156 · cross-district

#7 · Laturcell 4810000899

distance 0.157 · cross-district

#8 · Beedcell 4700000047

distance 0.157 · cross-district

#9 · Laturcell 4810000637

distance 0.158 · cross-district

#10 · Laturcell 4810000200

distance 0.159 · cross-district

#11 · Dharashivcell 4880001947

distance 0.16

#12 · Laturcell 4810000314

distance 0.162 · cross-district

#13 · Laturcell 4810000698

distance 0.164 · cross-district

#14 · Dharashivcell 4880005113

distance 0.164

#15 · Beedcell 4700001200

distance 0.167 · cross-district

#16 · Laturcell 4810000455

distance 0.168 · cross-district

#17 · Laturcell 4810001023

distance 0.168 · cross-district

#18 · Beedcell 4700000045

distance 0.169 · 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":488,"cluster_id":4880001431}}}'

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.