Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840006830

The MH-36 locality cells most similar to this Nagpur 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.36

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005110

distance 0.36 · cross-district

#2 · Dharashivcell 4880006095

distance 0.382 · cross-district

#3 · Chandrapurcell 4730005206

distance 0.418 · cross-district

#4 · Nagpurcell 4840001051

distance 0.487

#5 · Nagpurcell 4840008619

distance 0.488

#6 · Nagpurcell 4840001570

distance 0.493

#7 · Nagpurcell 4840000918

distance 0.509

#8 · Nagpurcell 4840008631

distance 0.512

#9 · Nagpurcell 4840001194

distance 0.553

#10 · Yavatmalcell 5000011479

distance 0.553 · cross-district

#11 · Wardhacell 4980004109

distance 0.569 · cross-district

#12 · Gadchirolicell 4750000019

distance 0.59 · cross-district

#13 · Buldhanacell 4720005864

distance 0.619 · cross-district

#14 · Gadchirolicell 4750000023

distance 0.627 · cross-district

#15 · Yavatmalcell 5000011583

distance 0.631 · cross-district

#16 · Gadchirolicell 4750000021

distance 0.645 · cross-district

#17 · Gadchirolicell 4750000024

distance 0.65 · cross-district

#18 · Gadchirolicell 4750000020

distance 0.677 · 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":484,"cluster_id":4840006830}}}'

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.