Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004321

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.29

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680002486

distance 0.29 · cross-district

#2 · Nagpurcell 4840006134

distance 0.315 · cross-district

#3 · Gadchirolicell 4750007670

distance 0.317 · cross-district

#4 · Nagpurcell 4840003957

distance 0.317 · cross-district

#5 · Chandrapurcell 4730002449

distance 0.322

#6 · Nagpurcell 4840003961

distance 0.334 · cross-district

#7 · Solapurcell 4960011104

distance 0.341 · cross-district

#8 · Ahmednagarcell 4660000914

distance 0.348 · cross-district

#9 · Laturcell 4810003373

distance 0.349 · cross-district

#10 · Nagpurcell 4840004381

distance 0.35 · cross-district

#11 · Nagpurcell 4840003086

distance 0.35 · cross-district

#12 · Nagpurcell 4840003654

distance 0.352 · cross-district

#13 · Amravaticell 4680006882

distance 0.353 · cross-district

#14 · Chandrapurcell 4730003044

distance 0.354

#15 · Parbhanicell 4890002207

distance 0.359 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002704

distance 0.36 · cross-district

#17 · Amravaticell 4680002783

distance 0.362 · cross-district

#18 · Solapurcell 4960011718

distance 0.362 · 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":4730004321}}}'

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.