Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003280

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

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003820

distance 0.168

#2 · Dharashivcell 4880002903

distance 0.208

#3 · Solapurcell 4960002592

distance 0.221 · cross-district

#4 · Solapurcell 4960010429

distance 0.228 · cross-district

#5 · Laturcell 4810002154

distance 0.234 · cross-district

#6 · Laturcell 4810002315

distance 0.243 · cross-district

#7 · Dharashivcell 4880002909

distance 0.244

#8 · Dharashivcell 4880003822

distance 0.248

#9 · Beedcell 4700002279

distance 0.253 · cross-district

#10 · Laturcell 4810001400

distance 0.254 · cross-district

#11 · Ahmednagarcell 4660006788

distance 0.257 · cross-district

#12 · Dharashivcell 4880002806

distance 0.261

#13 · Laturcell 4810000226

distance 0.265 · cross-district

#14 · Laturcell 4810001950

distance 0.268 · cross-district

#15 · Sanglicell 4930001097

distance 0.268 · cross-district

#16 · Beedcell 4700002639

distance 0.268 · cross-district

#17 · Dharashivcell 4880003041

distance 0.269

#18 · Solapurcell 4960007752

distance 0.27 · 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":4880003280}}}'

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.