Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007639

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.294

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005205

distance 0.294

#2 · Nagpurcell 4840001484

distance 0.357 · cross-district

#3 · Wardhacell 4980000675

distance 0.381 · cross-district

#4 · Nagpurcell 4840001655

distance 0.426 · cross-district

#5 · Nandurbarcell 4860005050

distance 0.456 · cross-district

#6 · Nagpurcell 4840000342

distance 0.468 · cross-district

#7 · Beedcell 4700004920

distance 0.483 · cross-district

#8 · Yavatmalcell 5000011478

distance 0.484 · cross-district

#9 · Solapurcell 4960010825

distance 0.487 · cross-district

#10 · Buldhanacell 4720001418

distance 0.488 · cross-district

#11 · Yavatmalcell 5000011444

distance 0.493 · cross-district

#12 · Kolhapurcell 4800002323

distance 0.495 · cross-district

#13 · Nandurbarcell 4860004975

distance 0.495 · cross-district

#14 · Buldhanacell 4720005717

distance 0.501 · cross-district

#15 · Kolhapurcell 4800006482

distance 0.502 · cross-district

#16 · Nagpurcell 4840007960

distance 0.513 · cross-district

#17 · Chandrapurcell 4730005207

distance 0.515

#18 · Chandrapurcell 4730005013

distance 0.516

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":4730007639}}}'

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.