Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004564

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

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007547

distance 0.249

#2 · Gadchirolicell 4750005507

distance 0.305 · cross-district

#3 · Gondiacell 4760000985

distance 0.306 · cross-district

#4 · Chandrapurcell 4730005891

distance 0.317

#5 · Chandrapurcell 4730004763

distance 0.319

#6 · Yavatmalcell 5000007913

distance 0.32 · cross-district

#7 · Nagpurcell 4840004847

distance 0.324 · cross-district

#8 · Chandrapurcell 4730004468

distance 0.336

#9 · Nagpurcell 4840004720

distance 0.339 · cross-district

#10 · Dhulecell 4740001598

distance 0.34 · cross-district

#11 · Nagpurcell 4840005720

distance 0.34 · cross-district

#12 · Yavatmalcell 5000008925

distance 0.34 · cross-district

#13 · Chandrapurcell 4730004858

distance 0.346

#14 · Yavatmalcell 5000008164

distance 0.347 · cross-district

#15 · Kolhapurcell 4800005465

distance 0.347 · cross-district

#16 · Yavatmalcell 5000006953

distance 0.35 · cross-district

#17 · Chandrapurcell 4730004764

distance 0.35

#18 · Gadchirolicell 4750010318

distance 0.351 · 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":4730004564}}}'

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.