Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004518

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.321

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660013720

distance 0.321 · cross-district

#2 · Nagpurcell 4840007423

distance 0.333 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690005445

distance 0.334 · cross-district

#4 · Sanglicell 4930000481

distance 0.341 · cross-district

#5 · Gadchirolicell 4750002938

distance 0.346 · cross-district

#6 · Kolhapurcell 4800005831

distance 0.35 · cross-district

#7 · Solapurcell 4960004104

distance 0.351 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002568

distance 0.357 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690005806

distance 0.359 · cross-district

#10 · Solapurcell 4960003818

distance 0.361 · cross-district

#11 · Beedcell 4700004376

distance 0.366 · cross-district

#12 · Chandrapurcell 4730004519

distance 0.369

#13 · Punecell 4900000064

distance 0.369 · cross-district

#14 · Punecell 4900006765

distance 0.37 · cross-district

#15 · Punecell 4900006524

distance 0.372 · cross-district

#16 · Nandedcell 4850004856

distance 0.375 · cross-district

#17 · Sanglicell 4930001894

distance 0.377 · cross-district

#18 · Sanglicell 4930000361

distance 0.377 · 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":4730004518}}}'

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.