Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007529

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 13 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.514

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001248

distance 0.514 · cross-district

#2 · Dharashivcell 4880004657

distance 0.518 · cross-district

#3 · Beedcell 4700007168

distance 0.527 · cross-district

#4 · Wardhacell 4980001070

distance 0.54 · cross-district

#5 · Gadchirolicell 4750000043

distance 0.571 · cross-district

#6 · Beedcell 4700004788

distance 0.572 · cross-district

#7 · Solapurcell 4960005924

distance 0.583 · cross-district

#8 · Yavatmalcell 5000008603

distance 0.61 · cross-district

#9 · Buldhanacell 4720001191

distance 0.613 · cross-district

#10 · Chandrapurcell 4730008986

distance 0.615

#11 · Gadchirolicell 4750000064

distance 0.618 · cross-district

#12 · Nagpurcell 4840001098

distance 0.629 · cross-district

#13 · Amravaticell 4680003885

distance 0.634 · cross-district

#14 · Jalgaoncell 4780005500

distance 0.635 · cross-district

#15 · Gondiacell 4760004342

distance 0.641 · cross-district

#16 · Yavatmalcell 5000008726

distance 0.646 · cross-district

#17 · Washimcell 4990000440

distance 0.646 · cross-district

#18 · Buldhanacell 4720001251

distance 0.647 · 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":4730007529}}}'

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.