Bhārata Strata · Maharashtra · Dhule · morphological twins

Places like cell 4740003033

The MH-36 locality cells most similar to this Dhule 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

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005683

distance 0.264 · cross-district

#2 · Dhulecell 4740001242

distance 0.264

#3 · Nashikcell 4870012321

distance 0.272 · cross-district

#4 · Nashikcell 4870012055

distance 0.274 · cross-district

#5 · Sataracell 4940002264

distance 0.278 · cross-district

#6 · Dhulecell 4740003126

distance 0.279

#7 · Nashikcell 4870011706

distance 0.28 · cross-district

#8 · Dhulecell 4740003035

distance 0.28

#9 · Dhulecell 4740000057

distance 0.283

#10 · Sataracell 4940003403

distance 0.286 · cross-district

#11 · Beedcell 4700006797

distance 0.289 · cross-district

#12 · Ahmednagarcell 4660006238

distance 0.289 · cross-district

#13 · Beedcell 4700005395

distance 0.289 · cross-district

#14 · Sataracell 4940002729

distance 0.289 · cross-district

#15 · Beedcell 4700005533

distance 0.29 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002130

distance 0.291 · cross-district

#17 · Beedcell 4700001721

distance 0.291 · cross-district

#18 · Sataracell 4940003754

distance 0.292 · 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":474,"cluster_id":4740003033}}}'

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.