Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001010

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000758

distance 0.226

#2 · Chandrapurcell 4730002757

distance 0.344

#3 · Sanglicell 4930006574

distance 0.346 · cross-district

#4 · Chandrapurcell 4730002180

distance 0.358

#5 · Chandrapurcell 4730007692

distance 0.382

#6 · Chandrapurcell 4730002754

distance 0.383

#7 · Yavatmalcell 5000002974

distance 0.384 · cross-district

#8 · Nagpurcell 4840002757

distance 0.387 · cross-district

#9 · Yavatmalcell 5000001778

distance 0.391 · cross-district

#10 · Akolacell 4670000476

distance 0.395 · cross-district

#11 · Akolacell 4670000591

distance 0.406 · cross-district

#12 · Dhulecell 4740004836

distance 0.407 · cross-district

#13 · Chandrapurcell 4730000045

distance 0.414

#14 · Amravaticell 4680007095

distance 0.414 · cross-district

#15 · Nagpurcell 4840002857

distance 0.414 · cross-district

#16 · Chandrapurcell 4730002753

distance 0.415

#17 · Gondiacell 4760000766

distance 0.418 · cross-district

#18 · Nagpurcell 4840003849

distance 0.423 · 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":4730001010}}}'

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.