Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004618

The MH-36 locality cells most similar to this Chandrapur 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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.313

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002599

distance 0.313 · cross-district

#2 · Sanglicell 4930002724

distance 0.32 · cross-district

#3 · Chandrapurcell 4730008987

distance 0.327

#4 · Chandrapurcell 4730002982

distance 0.329

#5 · Sanglicell 4930001881

distance 0.331 · cross-district

#6 · Chandrapurcell 4730002379

distance 0.334

#7 · Sanglicell 4930002895

distance 0.341 · cross-district

#8 · Yavatmalcell 5000005663

distance 0.341 · cross-district

#9 · Chandrapurcell 4730004593

distance 0.341

#10 · Yavatmalcell 5000006738

distance 0.347 · cross-district

#11 · Solapurcell 4960012141

distance 0.347 · cross-district

#12 · Sanglicell 4930001730

distance 0.35 · cross-district

#13 · Nashikcell 4870003911

distance 0.354 · cross-district

#14 · Chandrapurcell 4730008296

distance 0.355

#15 · Sanglicell 4930001715

distance 0.358 · cross-district

#16 · Ahmednagarcell 4660005173

distance 0.359 · cross-district

#17 · Solapurcell 4960003956

distance 0.363 · cross-district

#18 · Ahmednagarcell 4660006680

distance 0.363 · 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":473,"cluster_id":4730004618}}}'

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.