Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001951

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 12 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.336

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780004185

distance 0.336 · cross-district

#2 · Akolacell 4670003948

distance 0.339 · cross-district

#3 · Nagpurcell 4840003185

distance 0.355 · cross-district

#4 · Amravaticell 4680001307

distance 0.359 · cross-district

#5 · Nagpurcell 4840003087

distance 0.379 · cross-district

#6 · Akolacell 4670001921

distance 0.387 · cross-district

#7 · Wardhacell 4980002487

distance 0.396 · cross-district

#8 · Chandrapurcell 4730003384

distance 0.403

#9 · Jalnacell 4790003785

distance 0.41 · cross-district

#10 · Punecell 4900000881

distance 0.411 · cross-district

#11 · Nagpurcell 4840006721

distance 0.413 · cross-district

#12 · Parbhanicell 4890003065

distance 0.415 · cross-district

#13 · Buldhanacell 4720006623

distance 0.416 · cross-district

#14 · Amravaticell 4680001610

distance 0.418 · cross-district

#15 · Chandrapurcell 4730003096

distance 0.418

#16 · Amravaticell 4680006013

distance 0.419 · cross-district

#17 · Yavatmalcell 5000006858

distance 0.419 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003199

distance 0.423 · 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":4730001951}}}'

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.