Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003311

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.215

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003382

distance 0.215

#2 · Akolacell 4670002308

distance 0.231 · cross-district

#3 · Amravaticell 4680001612

distance 0.25 · cross-district

#4 · Chandrapurcell 4730002385

distance 0.253

#5 · Beedcell 4700000337

distance 0.257 · cross-district

#6 · Akolacell 4670001703

distance 0.272 · cross-district

#7 · Akolacell 4670003238

distance 0.28 · cross-district

#8 · Chandrapurcell 4730003308

distance 0.287

#9 · Nagpurcell 4840004716

distance 0.295 · cross-district

#10 · Nagpurcell 4840004375

distance 0.295 · cross-district

#11 · Nagpurcell 4840002515

distance 0.296 · cross-district

#12 · Laturcell 4810001570

distance 0.297 · cross-district

#13 · Amravaticell 4680001509

distance 0.298 · cross-district

#14 · Akolacell 4670001217

distance 0.301 · cross-district

#15 · Nagpurcell 4840002706

distance 0.304 · cross-district

#16 · Dhulecell 4740000619

distance 0.306 · cross-district

#17 · Nagpurcell 4840003956

distance 0.307 · cross-district

#18 · Nagpurcell 4840004478

distance 0.308 · 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":4730003311}}}'

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.