Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001148

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001025

distance 0.181 · cross-district

#2 · Dharashivcell 4880002544

distance 0.204

#3 · Laturcell 4810000429

distance 0.214 · cross-district

#4 · Buldhanacell 4720005595

distance 0.229 · cross-district

#5 · Beedcell 4700005426

distance 0.23 · cross-district

#6 · Beedcell 4700000490

distance 0.239 · cross-district

#7 · Laturcell 4810003181

distance 0.24 · cross-district

#8 · Beedcell 4700001030

distance 0.244 · cross-district

#9 · Jalnacell 4790002877

distance 0.247 · cross-district

#10 · Amravaticell 4680001852

distance 0.258 · cross-district

#11 · Jalnacell 4790003933

distance 0.259 · cross-district

#12 · Jalnacell 4790003181

distance 0.263 · cross-district

#13 · Laturcell 4810001660

distance 0.268 · cross-district

#14 · Buldhanacell 4720005223

distance 0.268 · cross-district

#15 · Washimcell 4990000230

distance 0.27 · cross-district

#16 · Washimcell 4990000993

distance 0.27 · cross-district

#17 · Solapurcell 4960011031

distance 0.271 · cross-district

#18 · Washimcell 4990000674

distance 0.274 · 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":4880001148}}}'

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.