Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008573

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 7 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.331

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750010763

distance 0.331 · cross-district

#2 · Chandrapurcell 4730007226

distance 0.421

#3 · Nagpurcell 4840003756

distance 0.441 · cross-district

#4 · Gadchirolicell 4750010762

distance 0.455 · cross-district

#5 · Nashikcell 4870011803

distance 0.47 · cross-district

#6 · Nagpurcell 4840003856

distance 0.487 · cross-district

#7 · Nagpurcell 4840003857

distance 0.517 · cross-district

#8 · Jalgaoncell 4780001689

distance 0.517 · cross-district

#9 · Nashikcell 4870012155

distance 0.525 · cross-district

#10 · Jalgaoncell 4780000576

distance 0.527 · cross-district

#11 · Dhulecell 4740000221

distance 0.535 · cross-district

#12 · Nagpurcell 4840003565

distance 0.538 · cross-district

#13 · Dhulecell 4740000153

distance 0.538 · cross-district

#14 · Nagpurcell 4840003662

distance 0.539 · cross-district

#15 · Jalgaoncell 4780001679

distance 0.554 · cross-district

#16 · Nagpurcell 4840006134

distance 0.561 · cross-district

#17 · Bhandaracell 4710001606

distance 0.572 · cross-district

#18 · Nagpurcell 4840003758

distance 0.574 · 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":4730008573}}}'

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.