Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003704

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

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001909

distance 0.154 · cross-district

#2 · Laturcell 4810001704

distance 0.183 · cross-district

#3 · Beedcell 4700002632

distance 0.205 · cross-district

#4 · Dharashivcell 4880001220

distance 0.208

#5 · Laturcell 4810000634

distance 0.211 · cross-district

#6 · Laturcell 4810001028

distance 0.219 · cross-district

#7 · Sanglicell 4930001593

distance 0.22 · cross-district

#8 · Beedcell 4700001016

distance 0.223 · cross-district

#9 · Sanglicell 4930001194

distance 0.225 · cross-district

#10 · Dharashivcell 4880005079

distance 0.226

#11 · Laturcell 4810000862

distance 0.232 · cross-district

#12 · Laturcell 4810000874

distance 0.235 · cross-district

#13 · Sanglicell 4930001450

distance 0.235 · cross-district

#14 · Dharashivcell 4880001736

distance 0.237

#15 · Dharashivcell 4880005249

distance 0.241

#16 · Dharashivcell 4880004699

distance 0.243

#17 · Solapurcell 4960012591

distance 0.243 · cross-district

#18 · Hingolicell 4770000344

distance 0.244 · 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":4880003704}}}'

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.