Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005546

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660006079

distance 0.174 · cross-district

#2 · Dharashivcell 4880005352

distance 0.182

#3 · Laturcell 4810005870

distance 0.186 · cross-district

#4 · Ahmednagarcell 4660006080

distance 0.189 · cross-district

#5 · Beedcell 4700001801

distance 0.191 · cross-district

#6 · Dharashivcell 4880005968

distance 0.193

#7 · Laturcell 4810001118

distance 0.193 · cross-district

#8 · Dharashivcell 4880005355

distance 0.195

#9 · Dharashivcell 4880005353

distance 0.196

#10 · Ahmednagarcell 4660005628

distance 0.197 · cross-district

#11 · Beedcell 4700001213

distance 0.197 · cross-district

#12 · Solapurcell 4960004125

distance 0.199 · cross-district

#13 · Dharashivcell 4880003202

distance 0.199

#14 · Laturcell 4810005832

distance 0.199 · cross-district

#15 · Beedcell 4700007656

distance 0.202 · cross-district

#16 · Sanglicell 4930002134

distance 0.204 · cross-district

#17 · Dharashivcell 4880001260

distance 0.204

#18 · Ahmednagarcell 4660005630

distance 0.205 · 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":4880005546}}}'

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.