Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003134

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

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660006429

distance 0.242 · cross-district

#2 · Dharashivcell 4880003970

distance 0.251

#3 · Dharashivcell 4880002793

distance 0.256

#4 · Ahmednagarcell 4660006438

distance 0.262 · cross-district

#5 · Solapurcell 4960006036

distance 0.269 · cross-district

#6 · Beedcell 4700004811

distance 0.282 · cross-district

#7 · Buldhanacell 4720000641

distance 0.284 · cross-district

#8 · Laturcell 4810001705

distance 0.285 · cross-district

#9 · Ahmednagarcell 4660005959

distance 0.287 · cross-district

#10 · Ahmednagarcell 4660006213

distance 0.288 · cross-district

#11 · Laturcell 4810002696

distance 0.288 · cross-district

#12 · Buldhanacell 4720002960

distance 0.292 · cross-district

#13 · Solapurcell 4960006963

distance 0.293 · cross-district

#14 · Sanglicell 4930000228

distance 0.293 · cross-district

#15 · Beedcell 4700000798

distance 0.295 · cross-district

#16 · Ahmednagarcell 4660002595

distance 0.298 · cross-district

#17 · Beedcell 4700001288

distance 0.3 · cross-district

#18 · Nandedcell 4850000279

distance 0.301 · 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":4880003134}}}'

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.