Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003045

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.355

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003280

distance 0.355 · cross-district

#2 · Amravaticell 4680001611

distance 0.37 · cross-district

#3 · Nagpurcell 4840003087

distance 0.389 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690001316

distance 0.408 · cross-district

#5 · Gadchirolicell 4750009059

distance 0.411 · cross-district

#6 · Laturcell 4810003366

distance 0.413 · cross-district

#7 · Nagpurcell 4840004394

distance 0.416 · cross-district

#8 · Amravaticell 4680006292

distance 0.422 · cross-district

#9 · Dhulecell 4740001079

distance 0.423 · cross-district

#10 · Kolhapurcell 4800004170

distance 0.426 · cross-district

#11 · Parbhanicell 4890002761

distance 0.431 · cross-district

#12 · Nashikcell 4870011096

distance 0.432 · cross-district

#13 · Amravaticell 4680002058

distance 0.435 · cross-district

#14 · Solapurcell 4960005362

distance 0.435 · cross-district

#15 · Dhulecell 4740001183

distance 0.439 · cross-district

#16 · Nagpurcell 4840003373

distance 0.439 · cross-district

#17 · Nagpurcell 4840005213

distance 0.443 · cross-district

#18 · Jalnacell 4790003959

distance 0.444 · 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":4730003045}}}'

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.