Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003567

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.241

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002998

distance 0.241

#2 · Dharashivcell 4880003386

distance 0.251

#3 · Dharashivcell 4880003336

distance 0.261

#4 · Laturcell 4810001600

distance 0.268 · cross-district

#5 · Laturcell 4810000623

distance 0.277 · cross-district

#6 · Dharashivcell 4880003404

distance 0.286

#7 · Dharashivcell 4880003966

distance 0.288

#8 · Ahmednagarcell 4660006303

distance 0.294 · cross-district

#9 · Dharashivcell 4880003887

distance 0.294

#10 · Solapurcell 4960005640

distance 0.296 · cross-district

#11 · Laturcell 4810001596

distance 0.297 · cross-district

#12 · Solapurcell 4960001706

distance 0.297 · cross-district

#13 · Ahmednagarcell 4660006518

distance 0.303 · cross-district

#14 · Dharashivcell 4880002885

distance 0.311

#15 · Washimcell 4990001510

distance 0.312 · cross-district

#16 · Dharashivcell 4880005063

distance 0.312

#17 · Solapurcell 4960003708

distance 0.313 · cross-district

#18 · Ahmednagarcell 4660006408

distance 0.314 · 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":4880003567}}}'

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.