Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002089

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005219

distance 0.242 · cross-district

#2 · Nagpurcell 4840000064

distance 0.247 · cross-district

#3 · Nagpurcell 4840007344

distance 0.253 · cross-district

#4 · Nandedcell 4850002029

distance 0.255 · cross-district

#5 · Yavatmalcell 5000006393

distance 0.267 · cross-district

#6 · Akolacell 4670003480

distance 0.271 · cross-district

#7 · Wardhacell 4980000386

distance 0.272 · cross-district

#8 · Yavatmalcell 5000010823

distance 0.274 · cross-district

#9 · Akolacell 4670004151

distance 0.275 · cross-district

#10 · Yavatmalcell 5000001956

distance 0.275 · cross-district

#11 · Akolacell 4670004320

distance 0.276 · cross-district

#12 · Washimcell 4990003910

distance 0.276 · cross-district

#13 · Chandrapurcell 4730007110

distance 0.278

#14 · Yavatmalcell 5000007528

distance 0.282 · cross-district

#15 · Akolacell 4670000660

distance 0.283 · cross-district

#16 · Yavatmalcell 5000001839

distance 0.283 · cross-district

#17 · Amravaticell 4680000348

distance 0.285 · cross-district

#18 · Wardhacell 4980001373

distance 0.286 · 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":4730002089}}}'

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.